The split of ATOM3D MSP that ATOM3D evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
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4 evaluations · 4 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: 3DCNN | Task: ATOM3D MSP: Mutation stability prediction Dataset subset: ATOM3D MSP (ATOM3D split) | 0.574 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and source3DCNN on ATOM3D MSP: Mutation stability prediction Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Aggregation: Not reported ATOM3D: Tasks On Molecules in Three Dimensions · Table 4, row(MSP AUROC), column(3DCNN) |
| Method: ENN | Task: ATOM3D MSP: Mutation stability prediction Dataset subset: ATOM3D MSP (ATOM3D split) | 0.574 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceENN on ATOM3D MSP: Mutation stability prediction Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Aggregation: Not reported ATOM3D: Tasks On Molecules in Three Dimensions · Table 4, row(MSP AUROC), column(ENN) |
| Method: GNN | Task: ATOM3D MSP: Mutation stability prediction Dataset subset: ATOM3D MSP (ATOM3D split) | 0.609 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceGNN on ATOM3D MSP: Mutation stability prediction Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Aggregation: Not reported ATOM3D: Tasks On Molecules in Three Dimensions · Table 4, row(MSP AUROC), column(GNN) |
| Configuration: TAPE Transformer (ATOM3D baseline) (cited as [Rao et al., 2019]) | Task: ATOM3D MSP: Mutation stability prediction Dataset subset: ATOM3D MSP (ATOM3D split) | 0.554 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceTAPE Transformer (ATOM3D baseline) on ATOM3D MSP: Mutation stability prediction Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Aggregation: Not reported ATOM3D: Tasks On Molecules in Three Dimensions · Table 4, row(MSP AUROC), column([Rao et al., 2019]) |
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2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of ATOM3D MSP that ATOM3D evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ATOM3D MSP (ATOM3D split) Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: atom3d-dataset-atom3d-msp