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Multi-label classification on Objects365 (test)

52.2mAP

ML-VPT

Updated 3d ago

Evaluation Results

Method	Links
ML-VPT 2025.04		52.2	51.5	51.5	51.5	70.8	71	70.9
VPT 2025.04		49.3	49.3	49.3	49.3	69.6	69.8	69.7
E2VPT 2025.04		49.2	49.2	49.3	49.3	69.5	69.7	69.6
GateVPT 2025.04		48.1	48.4	48.5	48.4	68.3	68.5	68.4
ML-VPT 2025.04		45.2	45.5	45.5	45.5	64.7	64.8	64.8
VPT 2025.04		44.3	45	45.1	45.1	64.1	64.3	64.2
E2VPT 2025.04		44.1	44.9	44.9	44.9	64.1	64.3	64.2
GateVPT 2025.04		42.9	44	44	44	62.8	63.1	62.9
ML-VPT 2025.04		41.4	42.7	42.8	42.7	65.2	65.3	65.3
E2VPT 2025.04		40.2	41.8	41.8	41.8	64.2	64.4	64.3
VPT 2025.04		40.1	41.5	41.6	41.6	64.2	64.4	64.3
ML-VPT 2025.04		40	41.3	41.4	41.3	61.7	61.8	61.7
GateVPT 2025.04		39	40.8	40.8	40.8	62.7	62.9	62.8
E2VPT 2025.04		37.9	39.6	39.6	39.6	60.5	60.7	60.6
VPT 2025.04		37.6	39.3	39.4	39.4	60.4	60.6	60.5
GateVPT 2025.04		36.3	38.4	38.4	38.4	58.8	59	58.9
ML-VPT 2025.04		34.5	36.6	36.6	36.6	62.4	62.5	62.5
ML-VPT 2025.04		33.6	35.7	35.7	35.7	59.1	59.2	59.2
VPT 2025.04		31.8	34.5	34.5	34.5	58.1	58.3	58.2
GateVPT 2025.04		31.8	34.5	34.5	34.5	58.1	58.3	58.2
E2VPT 2025.04		31.8	34.4	34.5	34.4	58	58.3	58.2
VPT 2025.04		31.5	34.3	34.4	34.4	60.2	60.4	60.3
E2VPT 2025.04		29.6	32.4	32.5	32.4	59.4	59.5	59.4
GateVPT 2025.04		26.8	29.9	30	30	56.9	57.1	57