SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 181190 of 302 papers

TitleStatusHype
Assessing GPT4-V on Structured Reasoning Tasks0
NL-Eye: Abductive NLI for Images0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding0
NVLM: Open Frontier-Class Multimodal LLMs0
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains0
OmniAD: Detect and Understand Industrial Anomaly via Multimodal Reasoning0
On scalable oversight with weak LLMs judging strong LLMs0
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning0
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought0
Optimizing Vision-Language Interactions Through Decoder-Only 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