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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: MochiBind (AlphaBind pairwise evaluation) | Protocol: AlphaBind VHH72 held-out antigen, pairwise accuracy Dataset: AlphaBind VHH72 antibody variants (held-out antigen) | 59.89% (p < 0.0001) Accuracy (pairwise: stronger binder identified within sampled antibody pairs) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMochiBind on AlphaBind VHH72 (pairwise accuracy) lit-interactions-20261011-mochibind-protocol-alphabind-vhh72-pairwise-accuracy Aggregation: Not reported A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation · Table 2, row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' |
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AlphaBind VHH72 held-out antigen, pairwise accuracy
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18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation Trained on two other antigens Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: aggregation Fraction of the 200,000 sampled test pairs in which the stronger binder was identified Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: budget Not reported Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | missing or unspecified No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: dataset version AlphaBind (sampled) Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: inputs Antibody and antigen sequences Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: metric implementation Pairwise accuracy (%) as printed Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: population 200,000 sampled antibody pairs from the held-out antigen, no affinity-difference threshold applied Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: protocol id lit-interactions-20261011-mochibind-protocol-alphabind-vhh72-pairwise-accuracy Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: split Held-out antigen Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Origin author_reported Context-only references | A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation Table 2 row 'VHH72', column 'MochiBind (%)'; STAR Methods, 'Cross-antigen evaluation setup' Version: iScience 2026, 116522; PMC13444443 full-text XML | not individually reviewed No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: lit-interactions-20261011-mochibind-eval-mochibind-vhh72