Share your thoughts, 1 month free Claude Pro on usSee more

Multi-label Classification on VOC 2007

95.2mAP (Average)

TRM-ML

Updated 22d ago

Evaluation Results

Method	Links
TRM-ML 2025.10		95.2	93.9	94.6	94.9	95.3	95.4	95.6	95.6	95.6	95.7
T2I-PAL 2025.10		95	93.7	94.8	94.8	94.9	94.9	95.2	95.5	95.5	95.5
CSL* 2025.10		95	91.7	93.7	94.6	95.1	95.6	95.7	96.1	96.3	96.3
TaI-DPT 2025.10		94.8	93.3	94.6	94.8	94.9	95.1	95	95.1	95.3	95.5
DualCoOp++ 2025.10		94.1	92.7	93.4	93.8	94	94.3	94.4	94.4	94.7	94.9
CSL 2025.10		93.8	89.9	92.4	93.5	94	94.4	94.6	94.8	95.2	95.2
PU-MLC* 2025.10		93.7	91.3	92.9	93.3	93.7	93.8	94.3	94.5	94.6	94.8
SCPNet 2025.10		93.5	91.1	92.8	93.5	93.6	93.8	94	94.1	94.2	94.3
DualCoOp 2025.10		93.2	90.3	92.2	92.8	93.3	93.6	93.9	94	94.1	94.2
D2ACE 2026.05		93.2	-	-	-	-	-	-	-	-	-
ML-Unc 2026.05		93.14	-	-	-	-	-	-	-	-	-
D2ACE 2026.05		93.14	-	-	-	-	-	-	-	-	-
DIHCL 2026.05		93.1	-	-	-	-	-	-	-	-	-
Recent 2026.05		93.08	-	-	-	-	-	-	-	-	-
DIHCL 2026.05		93.08	-	-	-	-	-	-	-	-	-
ML-Unc 2026.05		93.05	-	-	-	-	-	-	-	-	-
Random 2026.05		93	-	-	-	-	-	-	-	-	-
Hard-Imb 2026.05		93	-	-	-	-	-	-	-	-	-
Balance 2026.05		92.98	-	-	-	-	-	-	-	-	-
Hard-Imb 2026.05		92.98	-	-	-	-	-	-	-	-	-
Recent 2026.05		92.95	-	-	-	-	-	-	-	-	-
Active 2026.05		92.94	-	-	-	-	-	-	-	-	-
Random 2026.05		92.93	-	-	-	-	-	-	-	-	-
Balance 2026.05		92.89	-	-	-	-	-	-	-	-	-
Active 2026.05		92.85	-	-	-	-	-	-	-	-	-
PU-MLC 2025.10		92	88	90.7	91.9	92	92.4	92.7	93	93.4	93.5
SARB 2025.10		90.7	83.5	88.6	90.7	91.4	91.9	92.2	92.6	92.8	92.9
ASL 2025.10		90.5	82.9	88.6	90	91.2	91.7	92.2	92.4	92.5	92.6
SST 2025.10		90.4	81.5	89	90.3	91	91.6	92	92.5	92.6	92.7
Partial BCE 2025.10		90	80.7	88.4	89.9	90.7	91.2	91.8	92.3	92.4	92.5
SSGRL 2025.10		89.5	77.7	87.6	89.9	90.7	91.4	91.8	91.9	92.2	92.2
P-GCN 2025.10		89.5	83.1	85.9	87.9	89.2	90.1	91.3	92	92.7	93