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Visual Question Answering

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Showing 461–470 of 2177 papers

TitleStatusHype
Towards Foundation Models for 3D Vision: How Close Are We?Code1
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling—0
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models—0
MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models—0
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering DatasetsCode0
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment—0
Skipping Computations in Multimodal LLMsCode1
Zero-shot Commonsense Reasoning over Machine ImaginationCode0
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language BootstrappingCode1
Baichuan-Omni Technical ReportCode3
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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