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Collections including paper arxiv:2507.20519

California Crop Yield Benchmark: Combining Satellite Image, Climate, Evapotranspiration, and Soil Data Layers for County-Level Yield Forecasting of Over 70 Crops

Paper • 2506.10228 • Published Jun 11, 2025
Farmer's Assistant: A Machine Learning Based Application for Agricultural Solutions

Paper • 2204.11340 • Published Apr 24, 2022
AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8

AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8

Multimodal Benchmarks

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 47
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17, 2024 • 35
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16, 2024 • 17
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 61

AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8
WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management

Paper • 2506.06084 • Published Jun 6, 2025 • 1
AnimalClue: Recognizing Animals by their Traces

Paper • 2507.20240 • Published Jul 27, 2025 • 10
Foundations of Large Language Models

Paper • 2501.09223 • Published Jan 16, 2025 • 14

Model Evaluation

Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon

Paper • 2502.07445 • Published Feb 11, 2025 • 11
ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning

Paper • 2502.04689 • Published Feb 7, 2025 • 9
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5, 2025 • 60
Preference Leakage: A Contamination Problem in LLM-as-a-judge

Paper • 2502.01534 • Published Feb 3, 2025 • 40

California Crop Yield Benchmark: Combining Satellite Image, Climate, Evapotranspiration, and Soil Data Layers for County-Level Yield Forecasting of Over 70 Crops

Paper • 2506.10228 • Published Jun 11, 2025
Farmer's Assistant: A Machine Learning Based Application for Agricultural Solutions

Paper • 2204.11340 • Published Apr 24, 2022
AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8

AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8
WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management

Paper • 2506.06084 • Published Jun 6, 2025 • 1
AnimalClue: Recognizing Animals by their Traces

Paper • 2507.20240 • Published Jul 27, 2025 • 10
Foundations of Large Language Models

Paper • 2501.09223 • Published Jan 16, 2025 • 14

AgroBench: Vision-Language Model Benchmark in Agriculture

Paper • 2507.20519 • Published Jul 28, 2025 • 8

Model Evaluation

Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon

Paper • 2502.07445 • Published Feb 11, 2025 • 11
ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning

Paper • 2502.04689 • Published Feb 7, 2025 • 9
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5, 2025 • 60
Preference Leakage: A Contamination Problem in LLM-as-a-judge

Paper • 2502.01534 • Published Feb 3, 2025 • 40

Multimodal Benchmarks

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 47
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17, 2024 • 35
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16, 2024 • 17
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 61

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