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Sentiment Analysis on AMAZON-WILDS (test)
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56
10th Percentile Accuracy
Fish
51.32
52.535
53.75
54.965
Apr 20, 2021
Sep 10, 2021
Feb 1, 2022
Jun 25, 2022
Nov 15, 2022
Apr 8, 2023
Aug 30, 2023
10th Percentile Accuracy
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
10th Percentile Accuracy
Average Accuracy
Fish
Backbone=BERT
2021.04
56
72.9
ERM
Backbone=BERT
2021.04
56
73.5
ERM (ours)
Backbone=BERT
2021.04
56
73.3
IRM
Backbone=BERT
2021.04
55.1
73.3
ERM
Base Algorithm=ERM
2023.08
53.8
-
CORAL + SDG
Base Algorithm=CORAL,...
2023.08
53.7
-
FISH + SDG
Base Algorithm=FISH, O...
2023.08
53.5
-
FISH
Base Algorithm=FISH
2023.08
53.3
-
CORAL + SAND-MASK
Base Algorithm=CORAL,...
2023.08
53.1
-
CORAL
Base Algorithm=CORAL
2023.08
52.9
-
Reweighted
Backbone=BERT
2021.04
52.4
69.2
CORAL + AND-MASK
Base Algorithm=CORAL,...
2023.08
51.5
-
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