BLOSUM62 | method

Overview

Sequence-similarity baseline, with no learned fitness model.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

4 evaluations · 4 results. Different protocols are not a single leaderboard.

Filter evaluations

Tested model or methodProtocolDatasetEvaluation setupMetricEvidence origin

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Method: BLOSUM62	Task: FLIP GB1-1-VS-REST: GB1 fitness prediction, 1-vs-rest split Dataset subset: FLIP GB1, 1-vs-rest split (FLIP split)	0.15 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source BLOSUM62 on FLIP GB1-1-VS-REST: GB1 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 4, row(BLOSUM62), column(1-vs-rest)
Method: BLOSUM62	Task: FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest split Dataset subset: FLIP GB1, 2-vs-rest split (FLIP split)	0.14 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source BLOSUM62 on FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-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 4, row(BLOSUM62), column(2-vs-rest)
Method: BLOSUM62	Task: FLIP GB1-3-VS-REST: GB1 fitness prediction, 3-vs-rest split Dataset subset: FLIP GB1, 3-vs-rest split (FLIP split)	0.01 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source BLOSUM62 on FLIP GB1-3-VS-REST: GB1 fitness prediction, 3-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 4, row(BLOSUM62), column(3-vs-rest)
Method: BLOSUM62	Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Dataset subset: FLIP GB1, low-vs-high split (FLIP split)	-0.13 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source BLOSUM62 on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high 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 4, row(BLOSUM62), column(low-vs-high)

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

Use this model

How it works, versions and access

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

0 evidence rows matching the loaded filters