Object Detection on Clipart1k 1.0 (test) benchmark leaderboard · SOTA2 Research

Object Detection on Clipart1k 1.0 (test)

56.4aero APD-ADAPT

Evaluation Results

Method	Links
D-ADAPT2025.06		56.4	63.2	42.3	40.9	45.3	77	48.7	25.4	44.3	58.4	31.4	24.5	47.1	—	69.3	43.5	27.9	34.1	60.7	64	49
DDT2025.06		56.1	66.6	39.4	55.2	51.3	79.9	62.1	8.3	57.9	46.3	40.5	39.3	51.4	—	84.5	60.9	28	42.7	56.7	59.2	55.6
DDT2025.06		48.9	64.9	41.1	48.1	60.5	76.6	60.2	7.9	57.4	51.5	40.8	33	55.4	—	82.8	60.1	35.2	36	50.8	55.8	53.2
DDT2025.06		46.5	34.2	37	37.3	61.7	52.4	3.3	50.8	39.9	36.6	25.1	55.8	64.8	—	77.6	52.7	18.8	25.2	40.1	45	46.5
LODS2025.06		43.1	61.4	40.1	36.8	48.2	45.8	48.3	20.4	44.8	53.3	32.5	26.1	40.6	—	68.5	48.9	25.4	33.2	44	56.5	45.2
TIA2023.05		42.2	66	36.9	37.3	43.7	71.8	49.7	18.2	44.9	58.9	18.2	29.1	40.7	87.8	67.4	49.7	27.4	27.8	57.1	50.6	46.3
TIA2025.06		42.2	66	36.9	37.3	43.7	71.8	49.7	18.2	44.9	58.9	18.2	29.1	40.7	—	67.4	49.7	27.4	27.8	57.1	50.6	46.3
AT + CMT2023.05		39.8	56.3	38.7	39.7	60.4	35	56	7.1	60.1	60.4	35.8	28.1	67.8	84.5	80.1	55.5	20.3	32.8	42.3	38.2	47
CMT2025.06		39.8	56.3	38.7	39.7	60.4	35	56	7.1	60.1	60.4	35.8	28.1	67.8	—	80.1	55.5	20.3	32.8	42.3	38.2	47
UMT2023.05		39.6	59.1	32.4	35	45.1	61.9	48.4	7.5	46	67.6	21.4	29.5	48.2	75.9	70.5	56.7	25.9	28.9	39.4	43.6	44.1
Baseline2025.06		36.7	27.2	22.6	22.8	38.5	46.4	32.2	10.7	40.7	7.2	27.2	7.6	56.1	—	38.2	9.2	29.3	25.9	21.6	28.3	28.3
CIGAR2025.06		35.2	55	39.2	30.7	60.1	58.1	46.9	31.8	47	61	21.8	26.7	44.6	—	68.5	54.4	31.3	38.8	56.5	63.5	46.2
AT2025.06		33.8	60.9	38.6	49.4	52.4	53.9	56.7	7.5	52.8	63.5	34	25	62.2	—	77.2	57.7	27.2	52	55.7	54.1	49.3
HTCN2023.05		33.6	58.9	34	23.4	45.6	57	39.8	12	39.7	51.3	20.1	20.1	39.1	72.8	61.3	43.1	19.3	30.1	50.2	51.8	40.3
Oracle2023.05		33.3	47.6	43.1	38	24.5	82	57.4	22.9	48.4	49.2	37.9	46.4	41.1	54	73.7	39.5	36.7	19.1	53.2	52.9	45
AT2023.05		33.1	66.1	35.3	44.9	57.5	44.9	51	5.8	59.5	54.9	34.6	23.5	64.3	84	75.4	51.5	17.1	30.3	43.3	37.2	45.7
Baseline2025.06		29.5	36.1	22.8	25.6	41.3	27.6	3.4	39.2	8.3	28	5.2	47.9	34.1	—	4	21.8	31.8	24	44.9	26	26
ICR-CCR2023.05		28.7	55.3	31.8	26	40.1	63.6	36.6	9.4	38.7	49.3	17.6	14.1	33.3	74.3	61.3	46.3	22.3	24.3	49.1	44.3	38.3
DM2023.05		25.8	63.2	24.5	42.4	47.9	43.1	37.5	9.1	47	46.7	26.8	24.9	48.1	78.7	63	45	21.3	36.1	52.3	53.4	41.8
Baseline2025.06		25	36.4	16.2	19.6	34.3	50.7	30.3	0.2	33.6	5.5	22.1	6.5	23.3	—	36.1	26.8	3.2	18.5	31.7	25.1	24.6
Source2023.05		23	39.6	20.1	23.6	25.7	42.6	25.2	0.9	41.2	25.6	23.7	11.2	28.2	49.5	45.2	46.9	9.1	22.3	38.9	31.5	28.8