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Benchmarks
Species-level classification on INSECT
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39.8
Seen Accuracy
DNABERT
30.44
32.87
35.3
37.73
Nov 4, 2023
Seen Accuracy
Unseen Accuracy
Harmonic Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Seen Accuracy
Unseen Accuracy
Harmonic Mean Accuracy
DNABERT
SSL pretraining=Human,...
2023.11
39.8
10.4
16.5
CNN encoder (Reproduction)
SSL pretraining=–, Fin...
2023.11
39.4
18.9
25.5
BarcodeBERT
SSL pretraining=Invert...
2023.11
38.8
15.3
22
CNN encoder (Original)
SSL pretraining=–, Fin...
2023.11
38.3
20.8
27
DNABERT-2
SSL pretraining=Multi-...
2023.11
36.2
10.4
16.2
DNABERT
SSL pretraining=Human,...
2023.11
35
10.3
16
BarcodeBERT
SSL pretraining=Invert...
2023.11
31.6
20
24.5
DNABERT-2
SSL pretraining=Multi-...
2023.11
30.8
8.6
13.4
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