SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 211220 of 302 papers

TitleStatusHype
RadFabric: Agentic AI System with Reasoning Capability for Radiology0
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation0
Reducing the Vision and Language Bias for Temporal Sentence Grounding0
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models0
A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography0
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning0
Revisiting Reliability in the Reasoning-based Pose Estimation Benchmark0
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis0
RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought0
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge0
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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