SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 4150 of 302 papers

TitleStatusHype
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning0
MiMo-VL Technical ReportCode4
RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought0
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning0
GThinker: Towards General Multimodal Reasoning via Cue-Guided RethinkingCode0
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM0
Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM AgentsCode2
Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic TasksCode1
Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model0
Infi-Med: Low-Resource Medical MLLMs with Robust Reasoning Evaluation0
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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