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Papers

Showing 211220 of 2177 papers

TitleStatusHype
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningCode2
Large Continual Instruction AssistantCode2
Med-Flamingo: a Multimodal Medical Few-shot LearnerCode2
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMsCode2
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-ExpertsCode2
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AICode2
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AICode2
Phantom of Latent for Large Language and Vision ModelsCode2
Towards a Multimodal Large Language Model with Pixel-Level Insight for BiomedicineCode2
Detecting and Preventing Hallucinations in Large Vision Language ModelsCode1
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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