PFMBench evaluation of DPLM on Antibiotic resistance, scored with Accuracy.
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: DPLM | Task: PFMBench ANTI-RES: Antibiotic resistance Dataset subset: Antibiotic resistance (PFMBench split) | 0 .68732 Accuracy fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceDPLM on PFMBench ANTI-RES: Antibiotic resistance 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(DPLM [ 68 ]), column(Anti.Res.) |
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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 Accuracy Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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-anti-res Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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(DPLM [ 68 ]), column(Anti.Res.) 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(DPLM [ 68 ]), column(Anti.Res.) 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(DPLM [ 68 ]), column(Anti.Res.) Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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 DPLM on Antibiotic resistance, scored with Accuracy. Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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-anti-res Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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-antibiotic-resistance Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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-dplm Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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 DPLM on PFMBench ANTI-RES: Antibiotic resistance Context-only references | pfmbench primary benchmark evidence Table 3, row(DPLM [ 68 ]), column(Anti.Res.) 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-dplm-anti-res