Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
MegSite + ESM3
MegSite + ESM3 is the method recorded for DNA-binding residue prediction. This page preserves the configuration reported by MegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model.
At a glance
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Recorded dataset | DNA-129_TestMegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC column |
| Recorded split | independent testMegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC column |
| Recorded configuration | not stated in tableMegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC column |
| Model type | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Recorded evaluation
The imported evaluation describes this procedure: ESM3 multimodal embedding ablation in MegSite
MegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC columnBenchmarks and results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| MegSite + ESM3: DNA-binding residue prediction ESM3 multimodal embedding ablation in MegSite Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.948 AUC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedMegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC column Source checking is not independent reproduction. |
Strengths and limitations
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.MegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Table 2, DNA-129_Test / ESM3 row, AUC column
Profile review details
Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.
Stable record: reported-model-86393c76dd8fa9Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- MegSite: an accurate nucleic acid-binding residue prediction method based on multimodal protein language model · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: reported-model-86393c76dd8fa9
- areas
- proteins-complexes
- entity level
- method
- version
- not stated in table
- reported name
- MegSite + ESM3
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract