Average Performance across Molecule Tasks on Mol-Instructions
0.66BLEUPartitionSel
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PartitionSelSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.66 | 29.71 | |
| IWDSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.63 | 31.07 | |
| PartitionSelSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.63 | 31.02 | |
| RandomSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.62 | 30.77 | |
| COLMSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.62 | 30.79 | |
| GREATSSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.62 | 30.84 | |
| IDSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.62 | 31.04 | |
| IWDSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.62 | 31.32 | |
| GREATSSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.61 | 31.63 | |
| IDSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.61 | 30.95 | |
| COLMSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.59 | 30.64 | |
| GradNormSubset-fraction=25%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.52 | 38.11 | |
| GradNormSubset-fraction=12.5%, Backbone=Qwen2.5-3B, Batch size |St|=1282026.06 | 0.47 | 41.28 |