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Benchmarks
Object Classification on iNaturalist 2018 (Head/Middle/Tail)
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72.6
Top-1 Acc (Head)
debLoRA
34.744
44.572
54.4
64.228
Oct 6, 2024
Top-1 Acc (Head)
Top-1 Acc (Middle)
Top-1 Acc (Tail)
Top-1 Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Top-1 Acc (Head)
Top-1 Acc (Middle)
Top-1 Acc (Tail)
Top-1 Accuracy
debLoRA
Mode=debLoRA adaptation
2024.10
72.6
79.8
78.4
-
LoRA
Mode=Low-Rank Adaptation
2024.10
71.9
74.6
71.2
-
Fine-Tune
Mode=Fine-Tuning
2024.10
66.5
69.2
67.5
-
Zero-Shot
Mode=Zero-Shot
2024.10
36.2
29.4
8.9
-
Supervised
Evaluation Protocol=Li...
2021.06
-
-
-
46.7
SimCLR
Evaluation Protocol=Li...
2021.06
-
-
-
31.8
Communication Game +augmentations -shared
Evaluation Protocol=Li...
2021.06
-
-
-
30.8
Communication Game +augmentations +shared
Evaluation Protocol=Li...
2021.06
-
-
-
31.3
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