Binary text classification
Papers
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All datasetsGhostbuster (All Domains)MAGE (Arbitrary-domains & Arbitrary-models)MixSet (Binary)TURINGBENCH (Turing Test, FAIR_wmt20)TURINGBENCH (Turing Test, GPT-3)TweepFakeECHR Non-Anonymized
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | F1 score | 1 | — | Unverified |
| 2 | Ghostbuster | F1 score | 0.99 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | Average Recall | 0.96 | — | Unverified |
| 2 | Longformer | Average Recall | 0.91 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | F1 score | 0.99 | — | Unverified |
| 2 | Radar | F1 score | 0.88 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | F1 score | 1 | — | Unverified |
| 2 | RoBERTa | F1 score | 0.45 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | F1 score | 0.97 | — | Unverified |
| 2 | RoBERTa | F1 score | 0.52 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GigaCheck (Mistral-7B) | F1 score | 0.94 | — | Unverified |
| 2 | XLNet | F1 score | 0.88 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HIER-BERT | Macro F1 | 82 | — | Unverified |