Multi-label classification on VOC-MLT (test) benchmark leaderboard · SOTA2 Research

Multi-label classification on VOC-MLT (test)

87.88Total mAPLMPT

Evaluation Results

Method	Links
LMPT2023.05		87.88	72.1	89.26	98.49
CoOp2023.05		86.02	67.71	88.79	97.67
CLIP2023.05		85.77	66.52	88.93	97.83
LMPT2023.05		85.44	66.62	88.11	97.86
CoCoOp2023.05		84.47	64.58	87.82	96.88
CLIP2023.05		84.3	63.6	88.03	97.03
TaI-DPT2023.05		83.75	66.27	85.17	94.57
LTML2023.05		81.44	75.68	85.53	82.69
CoOp2023.05		81.34	65.1	81.54	93.37
DualCoOp2023.05		81.03	66.45	80.53	92.33
DB-Focal2020.07		78.94	73.22	84.18	79.3
DB Focal2023.05		78.94	73.22	84.18	79.3
DB2020.07		78.65	73.16	84.11	78.66
CoCoOp2023.05		78.63	64.33	80.51	87.94
R-BCE-Focal2020.07		77.39	72.44	83.16	76.77
RS-Focal2020.07		76.45	72.05	83.42	74.52
R-BCE2020.07		76.34	71.4	82.76	75.22
RS2020.07		75.38	70.95	82.94	73.05
RS2023.05		75.38	70.95	82.94	73.05
CB-Focal2020.07		75.24	70.3	83.53	72.74
CB Focal2023.05		75.24	70.3	83.53	72.74
RW2020.07		74.7	67.58	82.81	73.96
RW2023.05		74.7	67.58	82.81	73.96
Focal Loss2020.07		73.88	69.41	81.43	71.56
Focal Loss2023.05		73.88	69.41	81.43	71.56
BBN2023.05		73.37	71.31	81.76	68.62
OLTR2020.07		71.02	70.31	79.8	64.95
OLTR2023.05		71.02	70.31	79.8	64.95
ERM2020.07		70.86	68.91	80.2	65.31
ERM2023.05		70.86	68.91	80.2	65.31
LDAM2020.07		70.73	68.73	80.38	69.09
LDAM2023.05		70.73	68.73	80.38	69.09
ML-GCN2020.07		68.92	70.14	76.41	62.39
ML-GCN2023.05		68.92	70.14	76.41	62.39