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Visual Question Answering

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Papers

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Showing 1801–1810 of 2177 papers

TitleStatusHype
Assisting Scene Graph Generation with Self-Supervision—0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision—0
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering—0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder—0
Applying recent advances in Visual Question Answering to Record LinkageCode0
Image Captioning with Compositional Neural Module Networks—0
IQ-VQA: Intelligent Visual Question AnsweringCode0
Visual Question Answering as a Multi-Task Problem—0
Eliminating Catastrophic Interference with Biased Competition—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