The split of FLIP AAV, 1-vs-rest 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-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.48 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCNN on FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1b (mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.04 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1b (mut mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.31 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1b (per AA) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.03 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1v (mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.18 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1v (mut mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.44 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-1v (per AA) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.1 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-untrained (mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.01 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-untrained (mut mean) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.26 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Configuration: ESM-untrained (per AA) | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.18 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-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Method: Levenshtein | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | -0.11 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceLevenshtein on FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
| Method: Ridge | Task: FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split Dataset subset: FLIP AAV, 1-vs-rest split (FLIP split) | 0.22 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRidge on FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest 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(1-vs-rest) |
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This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
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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, 1-vs-rest 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, 1-vs-rest 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-1-vs-rest-split