MAmmoTH-VL

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yuexiang96 

authored 4 papers about 2 months ago

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Paper • 2510.24702 • Published Oct 28, 2025 • 29

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29, 2025 • 46

Simulating Environments with Reasoning Models for Agent Training

Paper • 2511.01824 • Published Nov 3, 2025 • 2

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published Dec 8, 2025 • 38

luodian 

authored 4 papers 4 months ago

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Paper • 2411.15296 • Published Nov 22, 2024 • 21

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Paper • 2501.13826 • Published Jan 23, 2025 • 23

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Paper • 2509.23661 • Published Sep 28, 2025 • 48

Visual Jigsaw Post-Training Improves MLLMs

Paper • 2509.25190 • Published Sep 29, 2025 • 37

aaabiao 

authored a paper 5 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

yizhilll 

authored a paper 5 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

yizhilll 

authored 10 papers 6 months ago

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation

Paper • 2406.03151 • Published Jun 5, 2024

Consent in Crisis: The Rapid Decline of the AI Data Commons

Paper • 2407.14933 • Published Jul 20, 2024 • 14

MMRA: A Benchmark for Multi-granularity Multi-image Relational Association

Paper • 2407.17379 • Published Jul 24, 2024 • 3

Foundation Models for Music: A Survey

Paper • 2408.14340 • Published Aug 26, 2024 • 44

OmniBench: Towards The Future of Universal Omni-Language Models

Paper • 2409.15272 • Published Sep 23, 2024 • 30

MIO: A Foundation Model on Multimodal Tokens

Paper • 2409.17692 • Published Sep 26, 2024 • 53

MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning

Paper • 2212.02508 • Published Dec 5, 2022

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Paper • 2410.13639 • Published Oct 17, 2024 • 19

LIME: Less Is More for MLLM Evaluation

Paper • 2409.06851 • Published Sep 10, 2024 • 2

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 46