SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 241250 of 302 papers

TitleStatusHype
Diving into Self-Evolving Training for Multimodal Reasoning0
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents0
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation0
Adapting Vision-Language Models for Evaluating World Models0
Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation0
Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation0
DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning0
Deep Neural Networks for Visual Reasoning0
DRIVINGVQA: Analyzing Visual Chain-of-Thought Reasoning of Vision Language Models in Real-World Scenarios with Driving Theory Tests0
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models0
Show:102550
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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