SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 271280 of 302 papers

TitleStatusHype
AutoFraudNet: A Multimodal Network to Detect Fraud in the Auto Insurance Industry0
Variational Causal Inference Network for Explanatory Visual Question AnsweringCode1
Modal-specific Pseudo Query Generation for Video Corpus Moment RetrievalCode0
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?Code0
Multimodal Analogical Reasoning over Knowledge GraphsCode2
Deep Neural Networks for Visual Reasoning0
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringCode2
Reducing the Vision and Language Bias for Temporal Sentence Grounding0
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation0
Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguageCode0
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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