Open World Object Detection

Benchmarks

Dataset Name	SOTA Method	Metric
M-OWODB Task 1	DEUS	U-Recall65.1	23	17d ago
S-OWODB Task 4	DEUS	mAP (Previous)50.7	15	17d ago
S-OWODB Task 1	DEUS	U-Recall68.7	15	17d ago
M-OWODB Task 4	DEUS	mAP (Previous)50.5	15	17d ago
MS-COCO OWOD (Task 4)	CAT	mAP (Previously Known)45.4	15	1mo ago
MS-COCO OWOD Task 3	CAT	mAP (Known Before)51.2	15	1mo ago
MS-COCO OWOD (Task 2)	CAT	mAP (Known)67.6	15	1mo ago
OWOD Task 4	BOUND	mAP44.4	13	1mo ago
OWOD Task 3	BOUND	U-R28.3	13	1mo ago
OWOD Task 2	BOUND	U-R24.8	13	1mo ago
OWOD Task 1	BOUND	U-Recall22.6	13	1mo ago
MS-COCO OWOD Task 1	CAT	U-Recall24	13	1mo ago
Diverse Weather Daytime Sunny [1:2] -> Daytime Foggy [3:4] -> Dusk Rainy [5:6] (test)	EW-DETR	FSS82.8	9	1mo ago
Diverse Weather Daytime Sunny [1:2] -> Night Sunny [3:4] -> Night Rainy [5:6] (test)	EW-DETR	FSS Score73.63	9	1mo ago
VOC [1:10] -> Comic [11:14] (test)	EW-DETR	FSS98.51	9	1mo ago
VOC [1:10] -> Watercolor [11:14] (test)	EW-DETR	FSS98.96	9	1mo ago
S-OWODB Task 3	IPOW	U-Recall44.3	7	1mo ago
S-OWODB Task 2	IPOW	U-Recall32.6	7	1mo ago
M-OWODB Task 3	IPOW	U-Recall46.3	7	1mo ago
M-OWODB Task 2	IPOW	U-Recall41.9	7	1mo ago
OWOD Evaluation Protocol (VOC + MS-COCO) Task 1 2007 (test)	FR-CNN	WI6.03	7	1mo ago
OWOD Evaluation Protocol (VOC + MS-COCO) - Task 4 2007 (test)		mAP (Previously Known)32.52	4	1mo ago
OWOD Evaluation Protocol (VOC + MS-COCO) Task 3 2007 (test)	Faster-RCNN	WI0.0279	4	1mo ago
OWOD Evaluation Protocol (VOC + MS-COCO) Task 2 2007 (test)	Faster-RCNN	WI0.0375	4	1mo ago
RS-OWODB Task 4	DEUS	Known mAP68.3	2	17d ago

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