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Papers Benchmarks Datasets Tasks

AVSBench dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

AVSBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Audio-Visual Segmentation

AVSBench Single Source (test)

34.13mIoU

5

Query-based video segmentation (Text→Audio)

AVSBench S4 VGGSound-AVEL 90K

76.2mIoU

3

Query-based video segmentation (Audio→Text)

AVSBench-S4 VGGSound-AVEL 90K

76.5mIoU

3

Query-based video segmentation (Text→Audio)

AVSBench S4 (VGGSound-AVEL 40K)

77.7mIoU

3

Query-based video segmentation (Audio→Text)

AVSBench S4 VGGSound-AVEL 40K

74.3mIoU

3

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Popular tasks

Audio-Visual Segmentation Audio-Visual Semantic Segmentation Query-based video segmentation (Audio→Text)Query-based video segmentation (Text→Audio)Sound Target Segmentation

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