evaluation · needs review
GSMFormer-PPI + ProstT5: protein-protein interaction prediction
Evaluation procedure
ProstT5 embeddings as graph node features
- Model
- GSMFormer-PPI + ProstT5
- Benchmark
- protein-protein interaction prediction
- Dataset
- paper PPI test set
- origin
- Author-reported evaluation
- configuration
- not stated in table
- protocol id
- Not reported
- dataset version
- Not reported
- split
- test set
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation 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. |
Sources 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: evaluation-b2-gsmformer-ppi-2026
- areas
- proteins-complexes
- tasks
- protein-protein interaction prediction
- origin
- author_reported
- protocol
- ProstT5 embeddings as graph node features
- version
- not stated in table
- comparison
- protocol id: Not reported; dataset version: Not reported; split: test set; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- dataset version: not_reported_in_legacy_extract
Related records
- model: GSMFormer-PPI + ProstT5
- benchmark: protein-protein interaction prediction
- dataset: paper PPI test set
- evaluation: GSMFormer-PPI + ProstT5 · AUROC · paper PPI test set