Datasets:

ronantakizawa
/

huggingface-top-papers

rank int64	name string	times_trended int64	best_rank int64	avg_rank float64	median_rank int64	publish_date string	max_upvotes int64	max_github_stars int64	arxiv_link string
1	LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models	432	2	11.28	11	Mar 20, 2024	173	63,300	https://arxiv.org/abs/2403.13372
2	DINOv3	346	1	21.02	15	Aug 13, 2025	284	8,590	https://arxiv.org/abs/2508.10104
3	Agent Lightning: Train ANY AI Agents with Reinforcement Learning	325	1	20.18	20	Aug 5, 2025	120	9,090	https://arxiv.org/abs/2508.03680
4	WebDancer: Towards Autonomous Information Seeking Agency	398	3	25.85	26	May 28, 2025	33	17,300	https://arxiv.org/abs/2505.22648
5	WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization	402	2	26.34	26	Jul 20, 2025	60	17,300	https://arxiv.org/abs/2507.15061
6	WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent	393	1	25.86	26	Aug 7, 2025	139	17,300	https://arxiv.org/abs/2508.05748
7	WebSailor: Navigating Super-human Reasoning for Web Agent	394	2	26.03	26	Jul 3, 2025	122	17,300	https://arxiv.org/abs/2507.02592
8	InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models	349	8	23.07	21	Apr 14, 2025	304	8,850	https://arxiv.org/abs/2504.10479
9	AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications	290	1	18.33	14	Aug 22, 2025	53	14,100	https://arxiv.org/abs/2508.16279
10	Qwen-Image Technical Report	302	1	20.35	19	Aug 4, 2025	261	6,150	https://arxiv.org/abs/2508.02324
11	MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing	179	2	10.82	9	Sep 26, 2025	134	49,600	https://arxiv.org/abs/2509.22186
12	Scaling Agents via Continual Pre-training	196	1	18.28	17	Sep 16, 2025	115	17,300	https://arxiv.org/abs/2509.13310
13	Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents	345	13	32.46	32	Jul 5, 2025	51	12,100	https://arxiv.org/abs/2507.04009
14	WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning	201	1	19.4	17	Sep 16, 2025	90	17,300	https://arxiv.org/abs/2509.13305
15	ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization	198	1	18.98	16	Sep 16, 2025	78	17,300	https://arxiv.org/abs/2509.13313
16	PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC	222	3	22.85	18	Feb 20, 2025	29	6,440	https://arxiv.org/abs/2502.14282
17	WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research	194	4	19	16	Sep 16, 2025	105	17,300	https://arxiv.org/abs/2509.13312
18	Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation	220	4	22.92	19	Jun 5, 2025	19	6,430	https://arxiv.org/abs/2506.04614
19	PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model	124	1	3.35	3	Oct 16, 2025	98	65,400	https://arxiv.org/abs/2510.14528
20	Mobile-Agent-v3: Foundamental Agents for GUI Automation	198	3	21.24	17	Aug 21, 2025	64	6,440	https://arxiv.org/abs/2508.15144
21	AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs	144	1	12.94	8	Aug 22, 2025	153	1,740	https://arxiv.org/abs/2508.16153
22	FastVLM: Efficient Vision Encoding for Vision Language Models	162	1	17.6	11	Dec 17, 2024	70	6,680	https://arxiv.org/abs/2412.13303
23	MIRIX: Multi-Agent Memory System for LLM-Based Agents	272	5	31.7	35	Jul 10, 2025	79	3,380	https://arxiv.org/abs/2507.07957
24	GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models	243	11	30.1	30	Aug 8, 2025	185	3,000	https://arxiv.org/abs/2508.06471
25	Prompt Orchestration Markup Language	153	3	18.99	12	Aug 19, 2025	49	4,560	https://arxiv.org/abs/2508.13948
26	OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation	112	3	9.8	9	Oct 23, 2024	5	50,300	https://arxiv.org/abs/2410.17799
27	UI-TARS: Pioneering Automated GUI Interaction with Native Agents	208	4	29.12	28	Jan 21, 2025	65	7,830	https://arxiv.org/abs/2501.12326
28	A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems	191	5	27.24	29	Aug 10, 2025	97	1,140	https://arxiv.org/abs/2508.07407
29	Qwen3 Technical Report	266	2	34.64	34	May 14, 2025	316	25,500	https://arxiv.org/abs/2505.09388
30	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey	125	2	17.14	15	Sep 2, 2025	214	941	https://arxiv.org/abs/2509.02547
31	DeepAnalyze: Agentic Large Language Models for Autonomous Data Science	115	2	14.33	14	Oct 19, 2025	102	2,630	https://arxiv.org/abs/2510.16872
32	TradingAgents: Multi-Agents LLM Financial Trading Framework	111	6	13.67	13	Dec 28, 2024	14	25,800	https://arxiv.org/abs/2412.20138
33	MinerU: An Open-Source Solution for Precise Document Content Extraction	112	3	14.65	16	Sep 27, 2024	32	49,600	https://arxiv.org/abs/2409.18839
34	IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System	112	7	14.97	14	Feb 8, 2025	5	16,000	https://arxiv.org/abs/2502.05512
35	StableAvatar: Infinite-Length Audio-Driven Avatar Video Generation	137	1	21.63	20	Aug 11, 2025	27	1,020	https://arxiv.org/abs/2508.08248
36	Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents	135	5	22.01	20	Sep 8, 2025	41	1,660	https://arxiv.org/abs/2509.06917
37	PaddleOCR 3.0 Technical Report	100	1	12.08	11	Jul 8, 2025	17	57,600	https://arxiv.org/abs/2507.05595
38	Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory	121	4	18.92	14	Aug 13, 2025	54	893	https://arxiv.org/abs/2508.09736
39	rStar2-Agent: Agentic Reasoning Technical Report	112	4	16.78	16	Aug 28, 2025	106	1,230	https://arxiv.org/abs/2508.20722
40	Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory	112	6	17.88	15	Apr 28, 2025	33	43,700	https://arxiv.org/abs/2504.19413
41	ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents	122	1	21.56	24	Jul 30, 2025	98	2,290	https://arxiv.org/abs/2507.22827
42	Step-Audio 2 Technical Report	94	2	13.01	12	Jul 22, 2025	71	1,050	https://arxiv.org/abs/2507.16632
43	USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning	92	2	12.67	6	Aug 26, 2025	56	1,080	https://arxiv.org/abs/2508.18966
44	TempFlow-GRPO: When Timing Matters for GRPO in Flow Models	96	4	14.52	10	Aug 6, 2025	12	782	https://arxiv.org/abs/2508.04324
45	RAG-Anything: All-in-One RAG Framework	129	2	25.02	28	Oct 14, 2025	49	10,600	https://arxiv.org/abs/2510.12323
46	ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development	172	6	32.85	36	Jun 5, 2025	79	3,660	https://arxiv.org/abs/2506.05010
47	VGGT: Visual Geometry Grounded Transformer	232	12	37.63	39	Mar 14, 2025	33	11,700	https://arxiv.org/abs/2503.11651
48	MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE	170	12	32.78	34	Jul 29, 2025	15	1,010	https://arxiv.org/abs/2507.21802
49	4DNeX: Feed-Forward 4D Generative Modeling Made Easy	178	2	33.96	37	Aug 18, 2025	61	751	https://arxiv.org/abs/2508.13154
50	FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning	86	3	15.94	11	Oct 26, 2025	10	17,000	https://arxiv.org/abs/2510.22543
51	Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents	145	2	30.46	35	Apr 1, 2025	26	8,450	https://arxiv.org/abs/2504.00906
52	The Unreasonable Effectiveness of Scaling Agents for Computer Use	138	2	29.52	34	Oct 2, 2025	24	8,450	https://arxiv.org/abs/2510.02250
53	VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model	131	7	28.43	29	Sep 11, 2025	235	1,590	https://arxiv.org/abs/2509.09372
54	A Survey of Reinforcement Learning for Large Reasoning Models	110	4	24.15	24	Sep 10, 2025	183	1,800	https://arxiv.org/abs/2509.08827
55	Less is More: Recursive Reasoning with Tiny Networks	90	1	20.33	18	Oct 6, 2025	483	5,670	https://arxiv.org/abs/2510.04871
56	LightRAG: Simple and Fast Retrieval-Augmented Generation	92	2	21.25	9	Oct 8, 2024	20	24,900	https://arxiv.org/abs/2410.05779
57	PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel	104	10	27.97	30	Apr 21, 2023	4	95,500	https://arxiv.org/abs/2304.11277
58	Matrix-Game: Interactive World Foundation Model	78	1	20.45	14	Jun 23, 2025	72	1,550	https://arxiv.org/abs/2506.18701
59	PyTorch Distributed: Experiences on Accelerating Data Parallel Training	105	9	28.43	31	Jun 28, 2020	3	95,500	https://arxiv.org/abs/2006.15704
60	Thyme: Think Beyond Images	82	1	23.55	23	Aug 15, 2025	78	466	https://arxiv.org/abs/2508.11630
61	RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving	83	14	23.9	21	May 27, 2025	2	348	https://arxiv.org/abs/2505.21577
62	UI-Venus Technical Report: Building High-performance UI Agents with RFT	74	7	21.26	17	Aug 14, 2025	41	470	https://arxiv.org/abs/2508.10833
63	ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing	65	4	17.37	14	Aug 14, 2025	50	358	https://arxiv.org/abs/2508.10881
64	OpenCUA: Open Foundations for Computer-Use Agents	85	14	25.86	24	Aug 12, 2025	30	415	https://arxiv.org/abs/2508.09123
65	LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos	59	3	14.98	10	Aug 19, 2025	59	600	https://arxiv.org/abs/2508.14041
66	Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation	63	2	17.37	9	Aug 11, 2025	38	512	https://arxiv.org/abs/2508.07901
67	Zep: A Temporal Knowledge Graph Architecture for Agent Memory	95	11	28.88	31	Jan 20, 2025	6	20,600	https://arxiv.org/abs/2501.13956
68	Paper2Video: Automatic Video Generation from Scientific Papers	55	2	13.04	11	Oct 6, 2025	115	1,790	https://arxiv.org/abs/2510.05096
69	Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning	72	6	22.89	17	Aug 27, 2025	7	730	https://arxiv.org/abs/2508.19855
70	VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo	66	1	20.94	18	Aug 4, 2025	17	1,180	https://arxiv.org/abs/2508.02317
71	NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale	52	1	12.92	5	Aug 14, 2025	134	496	https://arxiv.org/abs/2508.10711
72	Qwen3-Omni Technical Report	72	1	23.96	26	Sep 22, 2025	128	2,690	https://arxiv.org/abs/2509.17765
73	3D and 4D World Modeling: A Survey	66	4	22.12	20	Sep 4, 2025	57	568	https://arxiv.org/abs/2509.07996
74	ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data	78	10	27.24	29	Sep 18, 2025	105	610	https://arxiv.org/abs/2509.15221
75	VibeVoice Technical Report	37	1	1	1	Aug 26, 2025	118	7,980	https://arxiv.org/abs/2508.19205
76	PokeeResearch: Effective Deep Research via Reinforcement Learning from AI Feedback and Robust Reasoning Scaffold	47	4	12.15	7	Oct 17, 2025	8	1,610	https://arxiv.org/abs/2510.15862
77	MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers	69	5	25.25	23	Aug 28, 2025	58	296	https://arxiv.org/abs/2508.20453
78	Depth Anything 3: Recovering the Visual Space from Any Views	40	1	6.58	3	Nov 13, 2025	89	3,010	https://arxiv.org/abs/2511.10647
79	MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers	57	5	20.07	18	Aug 20, 2025	41	352	https://arxiv.org/abs/2508.14704
80	HunyuanImage 3.0 Technical Report	50	1	15.78	7	Sep 28, 2025	21	2,210	https://arxiv.org/abs/2509.23951
81	olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models	56	3	19.68	20	Feb 25, 2025	9	16,000	https://arxiv.org/abs/2502.18443
82	Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation	68	2	25.31	22	Sep 30, 2025	32	1,300	https://arxiv.org/abs/2510.01284
83	Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing	54	1	18.81	9	Oct 22, 2025	28	1,580	https://arxiv.org/abs/2510.19808
84	A Survey of Context Engineering for Large Language Models	151	1	39.59	40	Jul 17, 2025	256	2,330	https://arxiv.org/abs/2507.13334
85	HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning	46	2	14.24	9	Sep 10, 2025	120	596	https://arxiv.org/abs/2509.08519
86	EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control	52	2	20.06	15	Aug 28, 2025	76	282	https://arxiv.org/abs/2508.21112
87	Waver: Wave Your Way to Lifelike Video Generation	53	5	21.06	22	Aug 21, 2025	33	499	https://arxiv.org/abs/2508.15761
88	AudioStory: Generating Long-Form Narrative Audio with Large Language Models	59	16	24.81	21	Aug 27, 2025	20	264	https://arxiv.org/abs/2508.20088
89	Towards a Unified View of Large Language Model Post-Training	46	5	17.63	19	Sep 4, 2025	61	100	https://arxiv.org/abs/2509.04419
90	InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency	109	12	37.03	40	Aug 25, 2025	191	9,240	https://arxiv.org/abs/2508.18265
91	Transition Models: Rethinking the Generative Learning Objective	47	8	19.38	19	Sep 4, 2025	28	94	https://arxiv.org/abs/2509.04394
92	AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning	43	1	16.98	8	Sep 10, 2025	56	362	https://arxiv.org/abs/2509.08755
93	The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain	38	1	13.08	1	Sep 30, 2025	489	3,120	https://arxiv.org/abs/2509.26507
94	STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer	39	5	14.41	8	Aug 14, 2025	30	194	https://arxiv.org/abs/2508.10893
95	SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning	56	1	25.86	28	Sep 11, 2025	73	740	https://arxiv.org/abs/2509.09674
96	Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics	46	7	21.17	18	Oct 20, 2025	9	952	https://arxiv.org/abs/2510.17797
97	Code2Video: A Code-centric Paradigm for Educational Video Generation	48	2	22.77	19	Oct 1, 2025	33	1,100	https://arxiv.org/abs/2510.01174
98	RynnEC: Bringing MLLMs into Embodied World	62	6	29.16	29	Aug 19, 2025	18	337	https://arxiv.org/abs/2508.14160
99	Kimi Linear: An Expressive, Efficient Attention Architecture	39	1	16.28	4	Oct 30, 2025	102	1,150	https://arxiv.org/abs/2510.26692
100	UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning	67	15	30.96	31	Sep 15, 2025	47	6,440	https://arxiv.org/abs/2509.11543

End of preview. Expand in Data Studio

HuggingFace Top Trending Papers (2025)

A ranked dataset of the most trending papers on HuggingFace Daily Papers in 2025, based on weighted scoring of their trending appearances. This dataset captures which AI/ML research papers gained the most community attention and sustained visibility.

📊 Dataset Overview

Total Entries: 663 ranked papers
Time Period: 2025 (Jan - Nov)
Source: Wayback Machine snapshots of HuggingFace Daily Papers
Unique Papers: 663
Data Order: Sorted by rank (1 = highest score)
Scoring Method: Weighted by appearance frequency and rank position

🏆 Scoring Methodology

Each paper's score is calculated using:

Score = Σ (51 - rank) for each trending appearance

Where:
- Rank 1 = 50 points
- Rank 2 = 49 points
- ...
- Rank 50 = 1 point

Why this works:

✅ Rewards frequent appearances (more days trending = more points)
✅ Rewards high rankings (rank 1 is worth more than rank 25)
✅ Balances viral papers with consistently popular papers

Example Calculation

Paper appears 3 times:

Day 1: Rank 1 → 50 points
Day 2: Rank 5 → 46 points
Day 3: Rank 10 → 41 points
Total Score: 137

🌟 Key Insights

1. Top 10 Most Trending Papers (2025)

Rank	Paper	Score	Appearances	Avg Rank	Key Topic
1	LlamaFactory	17,160	432	11.28	LLM Fine-tuning
2	DINOv3	10,372	346	21.02	Computer Vision
3	Agent Lightning	10,015	325	20.18	RL for Agents
4	WebDancer	10,010	398	25.85	Information Seeking
5	WebShaper	9,912	402	26.34	Data Synthesis
6	WebWatcher	9,881	393	25.86	Vision-Language
7	WebSailor	9,839	394	26.03	Web Reasoning
8	InternVL3	9,746	349	23.07	Vision-Language
9	AgentScope 1.0	9,474	290	18.33	Agent Framework
10	Qwen-Image	9,255	302	20.35	Vision Language Model