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TitleStatusHype
MC-LLaVA: Multi-Concept Personalized Vision-Language ModelCode2
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels—0
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models—0
Progressive Prompt Detailing for Improved Alignment in Text-to-Image Generative ModelsCode0
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical StudyCode0
UMIT: Unifying Medical Imaging Tasks via Vision-Language ModelsCode0
A Vision Centric Remote Sensing Benchmark—0
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models—0
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation—0
GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

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