Audio-Visual Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
AVSBench S4 v1 (test)	VCT	MJ86.2	55	4d ago
AVSBench MS3 v1 (test)	VCT	Mean Jaccard67.6	37	4d ago
AVSBench MS3 (test)	MUTR	Jaccard Index (IoU)65	30	4d ago
AVSBench AVS-Objects-MS3	DDAVS	J & F Score75.1	21	4d ago
AVSBench AVS-Objects-S4	DDAVS	J&F Score92.4	21	4d ago
AVS-Object MS3	DDESEG	J&Fm Combined Score77.9	19	4d ago
AVS-Object S4	DDESEG	J&Fm94.2	19	4d ago
AVSBench-object MS3 v1m (test)	SSP	mIoU72.3	16	4d ago
AVSBench-object S4 v1s (test)	SSP	mIoU85.4	16	4d ago
VPO-SS 1.0 (test)	RAVS	J & FB Score74.97	16	4d ago
AVSBench S4 (test)	CAE-AV	MJ81.9	16	4d ago
AVSBench AVS-Semantic	DDAVS	J (Jaccard)49.7	13	4d ago
AVS-Object-Multi	QDFormer	J&F Score64	13	4d ago
AVS-Object-Single	QDFormer	J&F Score83.9	13	4d ago
AVS-Semantic	DDESEG	Jaccard Index (J)63.4	12	4d ago
AVS-Bench S4 (test)	AVSegFormer	mIoU82.1	9	4d ago
VPO-MSMI	DDAVS	J&F Score72.84	8	4d ago
VPO-MS	DDAVS	J&F Score76.11	8	4d ago
VPO-MSMI 1.0 (test)	DDESeg	J & FB Score68.39	8	4d ago
VPO-MS 1.0 (test)	DDESeg	J & FB Score74.3	8	4d ago
AVSBench MS3 setting (test)	CAE-AV	MJ Score55.1	6	4d ago
AVS-Bench AVSS (test)	TPAVI	mIoU29.8	5	4d ago
AVSBench Multi-source	AUSS	mIoU63.5	5	4d ago
AVSBench Single-source	AUSS	mIoU89.4	5	4d ago
AVSBench Single Source (test)	WS-AVS	mIoU34.13	5	4d ago

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