{ "comprehension": { "Behavior Recognition": [ { "Sports Image Classification": "sports_image_classification" } ], "Image Caption": [ { "Instagram Image Caption": "instagram_image_caption" }, { "Satellite Image Caption": "satellite_image_caption" }, { "Astronomy Image Captioning": "astronomy-image-captioning" } ], "Image Depth Estimation": [], "Image Instance Segmentation": [ { "Pedestrian Instance Segmentation": "pedestrian_instance_segmentation" }, { "Vehicle Instance Segmentation": "vehicle_instance_segmentation" } ], "Image OCR": [ { "Handwriting OCR": "handwriting-component-detection" }, { "Letter and Number OCR": "letter_and_number_ocr" }, { "License Plate OCR": "license_plate_ocr" }, { "Radical-Level Oracle Bone Character Recognition": "Radical-LevelOracleBoneCharacterRecognition" } ], "Image Recognition": [ { "Latex Code Recognition": "Latex Code Recognition" } ], "Image Semantic Segmentation": [ { "Indoor Semantic Segmentation": "indoor_semantic_segmentation" }, { "Pedestrian Semantic Segmentation": "pedestrian_semantic_segmentation" }, { "Road Semantic Segmentation": "Road_Semantic_Segmentation" }, { "Vehicle Semantic Segmentation": "vehicle_semantic_segmentation" }, { "People Clothing Segmentation": "people-clothing-segmentation" }, { "Flood Area Segmentation": "flood-area-segmentation" } ], "Image Visual Grounding": [ { "Short Expression Visual Grounding": "short_expression_visual_grounding" } ], "Image Visual Question Answering": [ { "External Knowledge Required Image Question Answering": "Internet-Retrieved-InformationVisualQuestionAnswering" }, { "Medical Image Question Answering": "medical_image_qa" }, { "Reasoning and Compositional Image Question Answering": "reasoning_and_compositional_image_qa" }, { "Geography Visual Question Answering": "geography_vqa" }, { "Geometry Visual Question Answering": "geometry_vqa" }, { "Lung Nodule Diagnosis Visual Question Answering": "lung_nodule_diagnosis_vqa" }, { "Mathematical Statistical Reasoning Visual Question Answering": "mathematical_statistical_reasoning_vqa" }, { "Mathematical Textbook Visual Question Answering": "mathematical_textbook_vqa" }, { "Mathematical Word Problem Visual Question Answering": "mathematical_word_problem_vqa" }, { "Physics Visual Question Answering": "physics_vqa" }, { "Mathematical Synthetic Scene Visual Question Answering": "mathematical_synthetic_scene_vqa" }, { "Remote Sense Visual Question Answering": "remote_sense_vqa" }, { "Skin Disease Visual Question Answering": "skin_disease_diagnosis_vqa" }, { "Internet-Retrieved-Information Visual Question Answering": "Internet-Retrieved-InformationVisualQuestionAnswering" }, { "Webpage Content Visual Question Answering": "WebpageContentVisualQuestionAnswering" }, { "Sporting-related VQA": "Sporting-relatedVQA" }, { "Financial Dialogue VQA": "FinancialDialogueVQA" }, { "Historical Multi-Source Dialogue": "HistoricalMulti-SourceDialogue" }, { "Multi-Turn Interactive Dialogue": "Multi-TurnInteractiveDialogue" }, { "Complex Multi-Scenario Dialogue": "ComplexMulti-ScenarioDialogue" }, { "Multimodal Slide Question Answering": "MultimodalSlideQuestionAnswering" }, { "Multimodal Document VQA": "MultimodalDocumentVQA" }, { "Multimodal Document Fine-grained Reasoning": "MultimodalDocumentFine-grainedReasoning" }, { "Textbook Diagram VQA": "TextbookDiagramVQA" }, { "Education-Related VQA": "Education-RelatedVQA" }, { "Book Information VQA": "BookInformationVQA" }, { "Textual Document VQA": "TextualDocumentVQA" }, { "Text-Table-Image Joint Reasoning": "Text-Table-ImageJointReasoning" }, { "Handwritten Formula Visual Question Answering": "Handwritten_Formula_Visual_Question_Answering" }, { "Face Comparison Visual Question Answering": "Face_Comparison_Visual_Question_Answering" }, { "Image Similarity Visual Question Answering": "Image_Similarity_Visual_Question_Answering" }, { "Art Image Visual Question Answering": "ArtImageVisualQuestionAnswering" }, { "Culture Image Visual Question Answering": "CultureImageVisualQuestionAnswering" }, { "Imge Editing Instruction Generation": "image_editing_instruction_generation" } ], "Industrial Anomaly Detection": [ { "Bottle Anomaly Detection": "BottleAnomalyDetection" }, { "Cable Anomaly Detection": "CableAnomalyDetection" }, { "Capsule Anomaly Detection": "CapsuleAnomalyDetection" }, { "Carpet Anomaly Detection": "CarpetAnomalyDetection" }, { "Grid Anomaly Detection": "GridAnomalyDetection" }, { "Hazelnut Anomaly Detection": "HazelnutAnomalyDetection" }, { "Leather Anomaly Detection": "LeatherAnomalyDetection" }, { "Metal Nut Anomaly Detection": "MetalNutAnomalyDetection" }, { "Pill Anomaly Detection": "PillAnomalyDetection" }, { "Screw Anomaly Detection": "ScrewAnomalyDetection" }, { "Tile Anomaly Detection": "TileAnomalyDetection" }, { "Toothbrush-Anomaly Detection": "ToothbrushAnomalyDetection" }, { "Transistor Anomaly Detection": "TransistorAnomalyDetection" }, { "Wood Anomaly Detection": "WoodAnomalyDetection" }, { "Zipper Anomaly Detection": "ZipperAnomalyDetection" } ], "Medical Segmentation": [ { "COVID-19 CT Scan Lesion Segmentation": "COVID-19CTScanLesionSegmentation" }, { "Hubmap Organ Segmentation": "HubmapOrganSegmentation" }, { "Lung segmentation": "LungSegmentation" }, { "Bacteria Segmentation": "BacteriaSegmentation" }, { "Tuberculosis X-ray Segmentation": "tuberculosis_xray_segmentation" } ], "Code Generation": [ { "Sketch-to-HTML Code Generation": "sketch2html_code_generation" } ], "Keypoint Detection": [ { "Person Keypoint Detection": "person_keypoint_detection" } ], "Multi-image Visual Question Answering": [ { "Image Pair Multi-Attribute Question Answering": "Image_Pair_Multi-Attribute_Question_Answering" }, { "Numerical Dual Image Description Verification": "Numerical_Dual_Image_Description_Verification" }, { "Aircraft Model Matching": "Aircraft_Model_Matching" }, { "Car Model Matching": "Car_Model_Matching" }, { "Pose and Activity Consistency Verification": "Pose_and_Activity_Consistency_Verification" }, { "Digital Consistency Comparison": "Digital_Consistency_Comparison" } ], "Multimodal Dialogue": [ { "Egocentric Daily Tasks Action Planning": "EgocentricDailyTasksActionPlanning" }, { "Context-Aware Embodied Agent Dialogue": "Context-AwareEmbodiedAgentDialogue" }, { "Embodied Navigating Visual Question Answering": "EmbodiedNavigatingVisualQuestionAnswering" }, { "Environment-Based Next-action Description": "Environment-BasedNext-actionDescription" }, { "Multimodal Decision-making Reasoning": "MultimodalDecision-makingReasoning" }, { "Comic Dialogue Completion": "ComicDialogueCompletion" } ], "Multimodal Reasoning": [ { "Fashion Concept Visual Question Answering": "FashionConceptVisualQuestionAnswering" }, { "Cloth Color Visual Question Answering": "ClothColorVisualQuestionAnswering" }, { "Multi-Image Visual Entailment Reasoning": "Multi-ImageVisualEntailmentReasoning" }, { "Visual Step Completion": "VisualStepCompletion" }, { "Recipe Ingredient Description": "RecipeIngredientDescription" }, { "Visual Step Matching Reasoning": "VisualStepMatchingReasoning" }, { "Industrial Inspection Multi-Image Reasoning": "IndustrialInspectionMulti-ImageReasoning" }, { "Property Coherence Reasoning": "PropertyCoherenceReasoning" }, { "Recipe Completion": "RecipeCompletion" }, { "Comic Panel VQA": "ComicPanelVQA" }, { "Abduction-based VQA": "Abduction-basedVQA" }, { "Dual-Image Causal-and-Effect Reasoning": "Dual-ImageCausal-and-EffectReasoning" }, { "Driving Recording Reasoning": "DrivingRecordingReasoning" }, { "Attribute Congruity Reasoning": "AttributeCongruityReasoning" } ], "Object Counting": [ { "Seed Counting": "seed_counting" }, { "Vehicle Counting": "vehicle_counting" } ], "Multimodal Neural Translation": [ { "Multimodal Neural Translation": "Multimodal_Neural_Translation" } ], "Object Detection": [ { "Small Object Detection": "small_object_detection" }, { "Traffic Signs Detection": "traffic_signs_detection" }, { "Medical Device Detection": "medical-device-detection" }, { "Wound Detection": "wound-detection" }, { "Gauge Detection": "gauge-detection" }, { "Parking Space Detection": "parking-space-detection" }, { "Tree Detection": "tree-detection" }, { "Traffic Light Detection": "traffic-light-detection" }, { "rock-paper-scissors-gesture-detection": "rock-paper-scissors-gesture-detection" }, { "Price Tag Detection and Text Grounding": "price-tag-detection-and-text-grounding" }, { "Retail Object Detection": "retail-object-detection" }, { "Exit Sign Detection": "exit-sign-detection" }, { "Handwriting Component Detection": "handwriting-component-detection" }, { "Sign Language Detection": "sign-language-detection" }, { "football player detection": "football-player-detection" }, { "Pest Detection": "pest-detection" }, { "Underwater garbage Detection": "underwater-garbage-detection" }, { "Food Detection": "food-detection" }, { "Circuit Elements Detection": "circuit-elements-detection" }, { "Tabular Data Detection": "tabular-data-detection" }, { "Radio-Spectrogram Detection": "radio-spectrogram-detection" }, { "Empty Shelf Detection": "empty-shelf-detection" }, { "Tomato Detection": "tomato-detection" }, { "Drone Detection": "drone-detection" }, { "Bee Detection": "tree-detection" }, { "Cat Faces Detection": "cat-faces-detection" }, { "Bird Detection": "BirdDetection" }, { "Deepfish Detection": "DeepfishDetection" }, { "Raccoon Detection": "RaccoonDetection" }, { "Ship Detection": "ShipDetection" }, { "Weed Detection": "WeedDetection" }, { "Radar Ship Detection": "Radar_Ship_Detection" } ], "Object Matting": [ { "Animal Image Matting": "AnimalImageMatting" }, { "Portrait Matting": "portrait_matting" }, { "Text Manipulation Region Matting": "TextManipulationRegionMatting" }, { "Person Hair Matting": "person-hair-matting" } ], "Object Recognition": [ { "Animal Recognition": "AnimalRecognition" }, { "Big Cat Image Recognition": "BigCatImageRecognition" }, { "Fruit Recognition": "fruit_disease_recognition" }, { "Vegetable Recognition": "vegetable_recognition" }, { "Car Brands Recognition": "car_brands_recognition" }, { "Damaged Egg Recognition": "damaged_egg_recognition" }, { "Dog Breeds Recognition": "dog_breeds recognition" }, { "Garbage Classification": "garbage_classification" }, { "Mammal Recognition": "mammal_recognition" }, { "Utensil Recognition": "utensil_recognition" }, { "Bird Species Recognition": "bird-species-classification" }, { "Chinese Fine Art Recognition": "chinese-fine-art" }, { "Famous Iconic Women Recognition": "famous-iconic-women" }, { "Text Manipulation Classification": "TextManipulationClassification" }, { "Gender Recognition": "GenderRecognition" }, { "Infrared/Thermal Image Classification": "Infrared_Thermal_Image_Classification" }, { "Waste Item Image Classification": "waste-item-image-classification" }, { "Image Style Classification": "image_style_classification" }, { "Microorganism Image Classification": "microorganism_image_classification" }, { "Deep Fake Detection": "deep_fake_detection" } ], "Panoptic Segmentation": [ { "Road Scene Panoptic Segmentation": "road_scene_panoptic_segmentation" } ], "Crack Detection": [], "Pose Recognition": [ { "Yoga Pose Recognition": "GenderRecognition" } ], "Relation Reasoning": [ { "Classification of Visual Spatial Relationship": "Classification_of_Visual_Spatial_Relationship" }, { "Description of Single Spatial Relationship": "Description_of_Single_Spatial_Relationship" }, { "Description of Open-ended Spatial Relationship": "Description_of_Open-ended_Spatial_Relationship" } ], "RGBD Semantic Segmentation": [ { "RGBD Semantic Segmentation": "rgbd_semantic_segmentation" } ], "Ripeness Recognition": [ { "Strawberry Ripeness Recognition": "strawberry_ripeness_recognition" } ], "Safety Detection": [ { "Fire Detection": "fire-detection" }, { "Gun Detection": "gun-detection" }, { "Construction Safety Equipment Detection": "construction-safety-equipment-detection" }, { "Safety Vests Detection": "safety-vests-detection" }, { "Fall Human Detection": "fall-human-detection" }, { "Smoke Detection": "smoke-detection" }, { "Helmet Detection": "helmet-detection" } ], "Scene Graph Generation": [ { "Image Scene Graph Parsing": "lmage_Scene_Graph_Parsing" } ], "Scene Recognition": [ { "Terrain Recognition": "terrain_recognition" } ], "Sign Language Recognition": [ { "American Sign Language Recognition": "AmericanSignLanguageRecognition" } ], "Visual Relation Inference": [ { "Before-After Relationship Caption": "Before-AfterRelationshipCaption" }, { "Surveillance Object-Level Change Description": "SurveillanceObject-LevelChangeDescription" }, { "Multi-Image Alteration Description": "Multi-ImageAlterationDescription" }, { "Bird Variation Comparison Description": "BirdVariationComparisonDescription" }, { "Subtle Difference Description": "SubtleDifferenceDescription" }, { "Multimodal Relation Extraction": "Multi-ImageAlterationDescription" } ], "Visual Storytelling Generation": [ { "Animated Story Completion": "AnimatedStoryCompletion" }, { "Cartoon Story Telling": "CartoonStoryTelling" }, { "Multi-image Next-frame Description": "Multi-imageNext-frameDescription" }, { "Sequential Photo Storytelling": "SequentialPhotoStorytelling" }, { "Sequential Story Completion": "SequentialStoryCompletion" } ], "Disease Detection": [ { "Plant Disease Detection": "plant-disease-detection" } ], "Weather Recognition": [], "Disease Recognition": [ { "Fruit Disease Recognition": "fruit_disease_recognition" }, { "Abnormal Heartbeat Recognition": "Abnormal_Heartbeat_Patients" }, { "Myocardial Infarction Recognition": "Myocardial_Infarction_Patients" }, { "Brain Tumor MRI Recognition": "BrainTumorMRIRecognition" }, { "Pumpkin Leaf Diseases Recognition": "PumpkinLeafDiseasesRecognition" }, { "Leukemia Classification": "LeukemiaClassification" } ], "Document Visual Question Answering": [ { "Multi-Page Agreement Document Visual Question Answering": "Multi-PageAgreementDocumentVisualQuestionAnswering" }, { "Multi-Page Application Document Visual Question Answering": "Multi-PageApplicationDocumentVisualQuestionAnswering" }, { "Multi-Page Certificate Document Visual Question Answering": "Multi-PageCertificateDocumentVisualQuestionAnswering" }, { "Multi-Page E-mail Document Visual Question Answering": "Multi-PageE-mailDocumentVisualQuestionAnswering" }, { "Multi-Page Form Document Visual Question Answering": "Multi-PageFormDocumentVisualQuestionAnswering" }, { "Multi-Page Handwritten Document Visual Question Answering": "Multi-PageHandwrittenDocumentVisualQuestionAnswering" }, { "Multi-Page Infographic Document Visual Question Answering": "Multi-PageInfographicDocumentVisualQuestionAnswering" }, { "Multi-Page Invoice Document Visual Question Answering": "Multi-PageInvoiceDocumentVisualQuestionAnswering" }, { "Multi-Page Letter Document Visual Question Answering": "Multi-PageLetterDocumentVisualQuestionAnswering" }, { "Multi-Page Manual Document Visual Question Answering": "Multi-PageManualDocumentVisualQuestionAnswering" }, { "Multi-Page Meeting Document Visual Question Answering": "Multi-PageMeetingDocumentVisualQuestionAnswering" }, { "Multi-Page Memo Document Visual Question Answering": "Multi-PageMemoDocumentVisualQuestionAnswering" }, { "Multi-Page News Document Visual Question Answering": "Multi-PageNewsDocumentVisualQuestionAnswering" }, { "Multi-Page Order Document Visual Question Answering": "Multi-PageOrderDocumentVisualQuestionAnswering" }, { "Multi-Page Poster Document Visual Question Answering": "Multi-PagePosterDocumentVisualQuestionAnswering" }, { "Multi-Page Presentation Document Visual Question Answering": "presentation_docvqa" }, { "Multi-Page Report Document Visual Question Answering": "report_docvqa" }, { "Multi-Page Request Document Visual Question Answering": "request_docvqa" }, { "Multi-Page Resume Document Visual Question Answering": "resume_docvqa" }, { "Multi-Page Sheet Document Visual Question Answering": "sheet_docvqa" } ], "Emotion Detection": [ { "Person Emotion Detection": "person_emotion_detection" }, { "Pet Face Expression Recognition": "pet_face_expression_recognition" }, { "Emotion Recognition": "emotion-detection-fer" }, { "Face Emotion Recognition": "face_emotion_recognition" } ], "Graph Classification": [ { "Spectrum Graph Car Classification": "Spectrum_Graph_Car_Classification" } ], "Hallucination Detection": [ { "Attribute Hallucination Detection": "Attribute_Hallucination_Detection" }, { "Object Hallucination Detection": "Object_Hallucination_Detection" } ] }, "generation": { "Edge-to-Image Generation": [ { "Edge-to-Image Generation": "edge2object" } ], "Layout-to-Image Generation": [ { "Layout-to-Face Image Generation": "layout2face" } ], "Mask-to-Image Generation": [ { "Mask-to-Image Face Generation": "Mask-to-Image_Face_Generation" } ], "Sketch-to-Image Generation": [ { "Sketch-to-Face Image Generation": "sketch2face" }, { "Sketch-to-Background Image Generation": "sketch2background" }, { "Sketch-to-Scene Image Generation": "sketch2scene" }, { "Sketch-to-Image Hair Generation": "Sketch-to-Image_Hair_Generation" } ], "Sound-to-Image Generation": [ { "Sound-to-Image Generation": "Sound-to-Image_Gernation" } ], "Text-based Image\nEditing": [ { "Image Colorization": "image_colorization" }, { "Chinese-based Image Editing": "Chinese-based_Image_Editing" }, { "Text-based Image Editing": "Text-based_Image_Editing" }, { "Deep Fake Generation": "deep_fake_generation" } ], "Text-to-Image Generation": [ { "Text-based E-commerce Product Image Generation": "ecommerce_product_generation" }, { "Text-based Terrestrial Animal Image Generation": "terrestrial_animal_generation" }, { "Long-text-based Image generation": "Long-text-based_Image_generation" }, { "Multi-language-based Image Generation": "Multi-language-based_Image_Generation" }, { "Handwriting Text Generation": "Handwriting_Text_Generation" }, { "Text-based Face Generation": "Text-based_Face_Generation" }, { "Text-based Astronomical Image Generation": "Text-based_Astronomical_Image_Generation" }, { "Text-to-Image Indian Food Generation": "Text-to-Image_Indian_Food_Generation" }, { "Text-to-Image Microorganism Generation": "Text-to-Image_Microorganism_Generation" }, { "Text-to-Image Insect Generation": "Text-to-Image_Insect_Generation" }, { "Text-to-Image Sea Animal Generation": "Text-to-Image_Sea_Animal_Generation" } ], "EEG-to-Image Generation": [ { "EEG-based Image Generation": "EEG-based_Image_Generation" } ], "Image Denosing": [ { "Image Deraining": "image_deraining" }, { "Image Raindrop Removal": "image_raindrop_removal" }, { "Image Dehazing": "image_dehazing" }, { "Image Desnowing": "image_desnowing" }, { "Image Deblurring": "image_deblurring" }, { "JPEG Image Artifact Deduction": "jpeg_artifact_deduction" }, { "Remote Sensing Image Dehazing": "Remote_Sensing_Image_Dehazing" } ], "Image Enhancement": [ { "Image Shadow Removal": "image_shadow_removal" }, { "Image Flare Removal": "image_flare_removal" }, { "Underwater Image Restoration": "underwater_image_restoration" }, { "Document Image Unwarping": "document_image_unwarping" }, { "Image Detail Enhancement": "Image_Detail_Enhancement" }, { "Low-light Image Enhancement": "Low-light_Image_Enhancement" } ], "Image Inpainting": [ { "Face Image Inpainting": "face_inpainting" } ], "Image Style Transfer": [ { "Face Image Comic Style Transfer": "face2comic" }, { "Text-based Style Transfer": "Text-based_Style_Transfer" } ], "Imge-to-Mask Generation": [ { "Infection-map Generation": "infection_map_generation" } ], "Image-to-Sketch Generation": [ { "Face Sketch Synthesis": "face_sketch_synthesis" } ], "In-context Image\nEditing": [ { "Image Editing with Text and Image Prompt": "Image_Editing_with_Text_and_Image_Prompt" }, { "Image Editing with Multi-image Prompt": "Image_Editing_with_Multi-image_Prompt" }, { "Image Editing with Text and Multi-image Prompt": "Image_Editing_with_Text_and_Multi-image_Prompt" } ] } }