SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 2130 of 2177 papers

TitleStatusHype
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human FeedbackCode6
Improved Baselines with Visual Instruction TuningCode6
GPT-4 Technical ReportCode6
Visual Instruction TuningCode6
Show-o: One Single Transformer to Unify Multimodal Understanding and GenerationCode5
MMBench: Is Your Multi-modal Model an All-around Player?Code5
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and BeyondCode5
CogVLM: Visual Expert for Pretrained Language ModelsCode5
CogAgent: A Visual Language Model for GUI AgentsCode5
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction ModelCode5
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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