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OOD Detection on ImageNet-54 (test)

99.2AUC

CoOD*

Updated 1mo ago

Evaluation Results

Method
CoOD* 2026.04	99.2	3.4
CoOD* 2026.04	99.1	4
CoOD 2026.04	98.7	6.4
CoOD* 2026.04	98.7	5.6
CoOD 2026.04	98.6	6
CoOD 2026.04	98.6	6.8
CoOD* 2026.04	98.6	6.5
CoOD* 2026.04	98.6	6.8
CoOD 2026.04	98.4	9.7
CoOD 2026.04	97.8	9.7
CSP* 2026.04	97.7	10.1
NEG* 2026.04	96.9	14.2
CoOD-F 2026.04	96.9	13.9
CSP* 2026.04	96.8	14
CSP* 2026.04	96.5	14.8
CoOD-F 2026.04	96.2	15.7
CoOD-F 2026.04	96	17.2
Dual 2026.04	95.7	17.4
GL/R 2026.04	95.6	17.8
∆E 2026.04	95.6	18.1
MCM 2026.04	95.5	18.4
COOK 2026.04	95.5	18.3
NEG* 2026.04	95.3	18.4
CSP* 2026.04	95.3	19.5
Dual 2026.04	95.2	18.1
∆E 2026.04	95.1	18.6
CoOD-F 2026.04	95.1	22.2
CoOD-F 2026.04	94.5	22.6
Gap 2026.04	94.2	21.9
Dual 2026.04	94.1	22.8
∆E 2026.04	94.1	23.3
GL/R 2026.04	94	23.4
MCM 2026.04	93.9	23.8
COOK 2026.04	93.9	23.7
∆E 2026.04	93.9	22.9
NEG* 2026.04	93.7	21.9
Dual 2026.04	93.7	23
GL/R 2026.04	93.6	23.6
NEG* 2026.04	93.6	25
∆E 2026.04	93.6	23.1
Dual 2026.04	93.5	23.6
CSP* 2026.04	93.5	22.8
MCM 2026.04	93.4	23.9
GL/R 2026.04	93.4	23.9
COOK 2026.04	93.4	23.8
ODIN 2026.04	93.3	24.6
ODIN 2026.04	93.3	24.3
Gap 2026.04	93.3	23.1
ODIN 2026.04	93.2	23.6
MCM 2026.04	93.2	24.3
EOE* 2026.04	93.2	24.3
COOK 2026.04	93.2	24.2
KL 2026.04	93.1	25.1
KL 2026.04	93.1	23.9
GL/R 2026.04	93	26.9
ODIN 2026.04	92.9	23.7
ODIN 2026.04	92.8	23.6
COOK 2026.04	92.8	27.2
MCM 2026.04	92.7	27.3
EOE* 2026.04	92.6	23.6
Gap 2026.04	92.1	27.3
EOE* 2026.04	91.9	29.2
KL 2026.04	91.7	28.1
KL 2026.04	91.6	30.9
NEG* 2026.04	91.4	28.5
KL 2026.04	91.2	31.9
Gap 2026.04	90.8	29.6
Gap 2026.04	90.7	29.3
EOE* 2026.04	90.3	30.2
MLS 2026.04	90.2	31.1
EBO 2026.04	90.2	31.1
EOE* 2026.04	89.8	30.6
MLS 2026.04	87.4	39.7
EBO 2026.04	87.4	39.7
ViM 2026.04	87.2	27.1
ViM 2026.04	86.3	28.8
ViM 2026.04	85.1	29.2
ViM 2026.04	84.5	31.3
ViM 2026.04	84.4	31.7
MLS 2026.04	83.7	43.9
EBO 2026.04	83.7	43.9
MLS 2026.04	81.5	46.1
EBO 2026.04	81.5	46.1
MLS 2026.04	81.2	46.1
EBO 2026.04	81.2	46.2