Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
GSMFormer-PPI + ProstT5
GSMFormer-PPI + ProstT5 is the method recorded for protein-protein interaction prediction. This page preserves the configuration reported by Multimodal graph, surface, and language-based model for protein protein interaction prediction.
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 | paper PPI test setMultimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC column |
| Recorded split | test setMultimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC column |
| Recorded configuration | not stated in tableMultimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC 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: ProstT5 embeddings as graph node features
Multimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC 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 |
|---|---|---|
| GSMFormer-PPI + ProstT5: protein-protein interaction prediction Model: GSMFormer-PPI + ProstT5 · Benchmark: protein-protein interaction prediction · Dataset: paper PPI test set ProstT5 embeddings as graph node features Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.988 AUROC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedMultimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC 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.Multimodal graph, surface, and language-based model for protein protein interaction prediction · Table 6, ProstT5 embedding row, AUROC 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-73ae07fb5be204Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Multimodal graph, surface, and language-based model for protein protein interaction prediction · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: reported-model-73ae07fb5be204
- areas
- proteins-complexes
- entity level
- method
- version
- not stated in table
- reported name
- GSMFormer-PPI + ProstT5
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract