PFMBench evaluation of PGLM on Enzyme Commission, scored with F1 score.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: PGLM | Task: PFMBench EC: Enzyme Commission Dataset subset: Enzyme Commission (PFMBench split) | 0.747 F1 max (multi-label; TorchDrug-style F1_score_max) fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcePGLM on PFMBench EC: Enzyme Commission Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1. Aggregation: Not reported pfmbench primary benchmark evidence · Table 3, row(PGLM [ 5 ]), column(EC) |
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Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation F1 score Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id pfmbench-task-ec Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1. Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 3, row(PGLM [ 5 ]), column(EC) Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description PFMBench evaluation of PGLM on Enzyme Commission, scored with F1 score. Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment pfmbench-task-ec Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data pfmbench-dataset-enzyme-commission Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system pfmbench-method-pglm Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name PGLM on PFMBench EC: Enzyme Commission Context-only references | pfmbench primary benchmark evidence Table 3, row(PGLM [ 5 ]), column(EC) Version: 2506.14796v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: pfmbench-evaluation-pglm-ec