SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 261270 of 302 papers

TitleStatusHype
M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal ModelsCode0
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models0
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning0
AccidentBlip: Agent of Accident Warning based on MA-former0
Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V0
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained ClassificationCode0
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval0
VEglue: Testing Visual Entailment Systems via Object-Aligned Joint ErasingCode0
Measuring Vision-Language STEM Skills of Neural ModelsCode0
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis0
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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