SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 131140 of 302 papers

TitleStatusHype
3MDBench: Medical Multimodal Multi-agent Dialogue BenchmarkCode1
VisualQuest: A Diverse Image Dataset for Evaluating Visual Recognition in LLMs0
Training-Free Personalization via Retrieval and Reasoning on Fingerprints0
Mind with Eyes: from Language Reasoning to Multimodal Reasoning0
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-ImprovementCode2
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models0
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models0
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction TuningCode2
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning0
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific ResearchCode1
Show:102550
← PrevPage 14 of 31Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4VAccuracy24Unverified
2Gemini ProAccuracy13.2Unverified
3LLaVa-1.5-13BAccuracy1.8Unverified
4LLaVa-1.5-7BAccuracy1.5Unverified
5BLIP2-FLAN-T5-XXLAccuracy0.9Unverified
6QWENAccuracy0.9Unverified
7CogVLMAccuracy0.9Unverified
8InstructBLIPAccuracy0.6Unverified
#ModelMetricClaimedVerifiedStatus
1GPT4VAccuracy22.76Unverified
2Gemini ProAccuracy17.66Unverified
3Qwen-VL-MaxAccuracy15.59Unverified
4InternLM-XComposer2-VLAccuracy14.54Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Acc30.3Unverified