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Benchmarks
Multi-class One-Shot Class-Incremental Learning on iCubWorld (test)
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100
BCR
OrCo
94.8
96.15
97.5
98.85
Jan 25, 2026
BCR
NCR
AVG Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
BCR
NCR
AVG Accuracy
OrCo
Backbone=DINOv2-s, Num...
2026.01
100
59.7
79.9
SLDA-fixed-Σ
Backbone=DINOv2-s, Num...
2026.01
100
32
66
SLDA
Backbone=DINOv2-s, Num...
2026.01
100
32.8
66.4
RelationNet
Backbone=DINOv2-s, Num...
2026.01
99.9
44.1
72
FACT
Backbone=DINOv2-s, Num...
2026.01
99.3
68.3
83.8
Gen1S-VAE
Backbone=DINOv2-s, Num...
2026.01
98
68
83
ProtoNet
Backbone=DINOv2-s, Num...
2026.01
97.9
62.7
80.3
LIMIT
Backbone=DINOv2-s, Num...
2026.01
96.1
37.8
67
SAVC
Backbone=DINOv2-s, Num...
2026.01
95.6
78
86.8
Gen1S-Diffusion
Backbone=DINOv2-s, Num...
2026.01
95.1
80.1
87.6
SimpleShot
Backbone=DINOv2-s, Num...
2026.01
95
63.6
79.3
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