Amazon Yelp
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Amazon/Yelp Spurious 10% (test) | F1 Score49.22 | 9 | |
| Classification | Amazon Yelp Spurious 30% (test) | F1 Score59.68 | 9 | |
| Classification | Amazon Yelp Spurious 50% (test) | F1 Score70.08 | 9 | |
| Classification | Amazon Yelp Spurious 70% (test) | F1 Score80.34 | 9 | |
| Classification | Amazon Yelp Spurious 90% (test) | F1 Score91.39 | 9 | |
| Classification | Amazon/Yelp Spurious 90% (train) | F1 Score99.99 | 8 | |
| Domain Shift Classification | Amazon -> Yelp (test) | ECE5.8 | 6 |
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