Audio-Visual Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
AVSBench S4 v1 (test)	VCT	MJ86.2	55	3mo ago
AVSBench MS3 (test)	MUTR	Jaccard Index (IoU)65	38	2mo ago
AVSBench MS3 v1 (test)	VCT	Mean Jaccard67.6	37	3mo ago
AVSBench-Object MS3 (test)	SDAVS	Jaccard Index (J)72.3	21	2mo ago
AVSBench Object S4 (test)	SDAVS	Jaccard Index (J)85.5	21	2mo ago
AVSBench AVS-Objects-MS3	DDAVS	J & F Score75.1	21	3mo ago
AVSBench AVS-Objects-S4	DDAVS	J&F Score92.4	21	3mo ago
AVSBench S4 (test)	MUTR	F89.8	21	2mo ago
AVS-Object MS3	DDESEG	J&Fm Combined Score77.9	19	3mo ago
AVS-Object S4	DDESEG	J&Fm94.2	19	3mo ago
AVSBench-object MS3 v1m (test)	SSP	mIoU72.3	16	3mo ago
AVSBench-object S4 v1s (test)	SSP	mIoU85.4	16	3mo ago
VPO-SS 1.0 (test)	RAVS	J & FB Score74.97	16	3mo ago
AVSBench multiple-source V1	AuralSAM2	MJ75.58	13	19d ago
AVSBench single-source V1	AuralSAM2	MJ Score86.62	13	19d ago
AVSBench AVS-Semantic	DDAVS	J (Jaccard)49.7	13	3mo ago
AVS-Object-Multi	QDFormer	J&F Score64	13	3mo ago
AVS-Object-Single	QDFormer	J&F Score83.9	13	3mo ago
AVS-Semantic	DDESEG	Jaccard Index (J)63.4	12	3mo ago
MS3	OpenAVS-Large (SAM2)	mIoU (MJ)52.5	11	2mo ago
S4	AL-Ref-SAM2	mIoU (MJ)70.5	11	2mo ago
AVSS V2	GAVS	MJ Score67.7	9	2mo ago
AVS MS3 (test)	AV-Unified	mIoU59.5	9	2mo ago
AVS S4 (test)	AV-Unified	mIoU83.2	9	2mo ago
AVS-Bench S4 (test)	AVSegFormer	mIoU82.1	9	3mo ago

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