The split of FLIP AAV, Mut-Des split that FLIP evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
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12 evaluations · 12 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: CNN | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.71 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCNN on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(CNN), column(Mut-Des) |
| Configuration: ESM-1b (mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.63 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1b (mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1b (mean)), column(Mut-Des) |
| Configuration: ESM-1b (mut mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.7 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1b (mut mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1b (mut mean)), column(Mut-Des) |
| Configuration: ESM-1b (per AA) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.76 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1b (per AA) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1b (per AA)), column(Mut-Des) |
| Configuration: ESM-1v (mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.55 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1v (mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1v (mean)), column(Mut-Des) |
| Configuration: ESM-1v (mut mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.7 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1v (mut mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1v (mut mean)), column(Mut-Des) |
| Configuration: ESM-1v (per AA) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.79 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-1v (per AA) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-1v (per AA)), column(Mut-Des) |
| Configuration: ESM-untrained (mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.27 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-untrained (mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-untrained (mean)), column(Mut-Des) |
| Configuration: ESM-untrained (mut mean) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.62 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-untrained (mut mean) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-untrained (mut mean)), column(Mut-Des) |
| Configuration: ESM-untrained (per AA) | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.56 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM-untrained (per AA) on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(ESM-untrained (per AA)), column(Mut-Des) |
| Method: Levenshtein | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.6 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceLevenshtein on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(Levenshtein), column(Mut-Des) |
| Method: Ridge | Task: FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Dataset subset: FLIP AAV, Mut-Des split (FLIP split) | 0.64 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRidge on FLIP AAV-MUT-DES: AAV fitness prediction, Mut-Des split Trained on the split's training set with ten percent held out for validation, scored on its test set. Aggregation: Not reported flip primary benchmark evidence · Table 5, row(Ridge), column(Mut-Des) |
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2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of FLIP AAV, Mut-Des split that FLIP evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | flip primary benchmark evidence No field-specific location recorded Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name FLIP AAV, Mut-Des split (FLIP split) Context-only references | flip primary benchmark evidence No field-specific location recorded Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: flip-dataset-flip-aav-mut-des-split