SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 821830 of 2177 papers

TitleStatusHype
Answering Diverse Questions via Text Attached with Key Audio-Visual CluesCode0
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language ModelsCode3
DeepSeek-VL: Towards Real-World Vision-Language UnderstandingCode7
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of contextCode3
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM0
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual ScenariosCode2
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal ReasoningCode2
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use0
MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting0
CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified