Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
Chai-1
Chai-1 is the method recorded for Antibody–antigen interaction prediction using folded complexes. This page preserves the configuration reported by Enhancing antibody-antigen interaction prediction with atomic flexibility.
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 | Antibody–antigen GEP test setEnhancing antibody-antigen interaction prediction with atomic flexibility · Table 5, Folded row, Chai-1 (no MSA) column |
| Model type | Not extracted or verified for this record. |
| Known versions | 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: Interaction classifier evaluated using Chai-1-folded input complexes; this is pipeline AUC, not DockQ.
Enhancing antibody-antigen interaction prediction with atomic flexibility · Table 5, Folded row, Chai-1 (no MSA) 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 |
|---|---|---|
| Chai-1: Antibody–antigen interaction prediction using folded complexes Model: Chai-1 · Benchmark: Antibody–antigen interaction prediction using folded complexes · Dataset: Antibody–antigen GEP test set Interaction classifier evaluated using Chai-1-folded input complexes; this is pipeline AUC, not DockQ. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.86 AUC-ROC Unit: unitless · Direction: unknown | Uncertainty: ± 0.07 Scored: Not reported · Eligible: Not reported | source checkedEnhancing antibody-antigen interaction prediction with atomic flexibility · Table 5, Folded row, Chai-1 (no MSA) 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.Enhancing antibody-antigen interaction prediction with atomic flexibility · Table 5, Folded row, Chai-1 (no MSA) 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-b3fdf259d51533Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Enhancing antibody-antigen interaction prediction with atomic flexibility · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-model-b3fdf259d51533
- areas
- molecular-interactions
- entity level
- method
- version
- Not reported
- reported name
- Chai-1
- missing metadata
- version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract