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TitleStatusHype
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration—0
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval—0
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving—0
SITE: towards Spatial Intelligence Thorough Evaluation—0
Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable ModelsCode0
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks—0
Structure Causal Models and LLMs Integration in Medical Visual Question Answering—0
Sim2Real Transfer for Vision-Based Grasp VerificationCode0
Compositional Image-Text Matching and Retrieval by Grounding EntitiesCode0
Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs—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