SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 271280 of 302 papers

TitleStatusHype
Exploring Failure Cases in Multimodal Reasoning About Physical Dynamics0
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models0
Question Aware Vision Transformer for Multimodal Reasoning0
On the generalization capacity of neural networks during generic multimodal reasoningCode0
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine0
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning0
Towards a Unified Multimodal Reasoning FrameworkCode0
Assessing GPT4-V on Structured Reasoning Tasks0
Apollo: Zero-shot MultiModal Reasoning with Multiple ExpertsCode0
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models0
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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