Download fusion.json from Polifemus/process-graph-fm: direct link, hf CLI and curl.
- Browser
- Download file 2.64 kB
-
https://huggingface.co/Polifemus/process-graph-fm/resolve/main/fusion.json
- Command line
-
hf download hf://Polifemus/process-graph-fm/fusion.json
-
curl -L -o fusion.json https://huggingface.co/Polifemus/process-graph-fm/resolve/main/fusion.json
2.64 kB
| { | |
| "protocol": "late fusion of fine-tuned next-activity probabilities; convex weights selected on validation; test untouched", | |
| "best": { | |
| "sequence": "process-fm/scaling/ablation/sc80-v5-rmix14", | |
| "graph": "process-graph-fm/gfm-sc80", | |
| "selection": "val_accuracy", | |
| "by_val_accuracy": { | |
| "weights": "seq=0.65 graph=0.35", | |
| "val": { | |
| "accuracy": 0.5023218937592027, | |
| "top3": 0.690225393589308, | |
| "macro_f1": 0.26637850812903824 | |
| }, | |
| "test": { | |
| "accuracy": 0.48317650413458796, | |
| "top3": 0.6583974907328201, | |
| "macro_f1": 0.22645104280170136 | |
| } | |
| }, | |
| "by_val_f1": { | |
| "weights": "seq=0.70 graph=0.30", | |
| "val": { | |
| "accuracy": 0.5007362102163325, | |
| "top3": 0.6915845509117681, | |
| "macro_f1": 0.26722751554336166 | |
| }, | |
| "test": { | |
| "accuracy": 0.48545765611633873, | |
| "top3": 0.6578272027373824, | |
| "macro_f1": 0.22483617843266493 | |
| } | |
| } | |
| }, | |
| "v4_baseline": { | |
| "sequence": "process-fm/scaling/sc80", | |
| "graph": "process-graph-fm/gfm-sc80", | |
| "by_val_accuracy": { | |
| "weights": "seq=0.60 graph=0.40", | |
| "val": { | |
| "accuracy": 0.4945067391550572, | |
| "top3": 0.6815041341035225, | |
| "macro_f1": 0.25174367057122143 | |
| }, | |
| "test": { | |
| "accuracy": 0.46706586826347307, | |
| "top3": 0.6551183347590533, | |
| "macro_f1": 0.21542101104609862 | |
| } | |
| }, | |
| "by_val_f1": { | |
| "weights": "seq=0.50 graph=0.50", | |
| "val": { | |
| "accuracy": 0.491222108959112, | |
| "top3": 0.6800317136708574, | |
| "macro_f1": 0.257160233310409 | |
| }, | |
| "test": { | |
| "accuracy": 0.4579412603364699, | |
| "top3": 0.6528371827773025, | |
| "macro_f1": 0.21831672220137957 | |
| } | |
| } | |
| }, | |
| "v4_3way_with_fm_v6": { | |
| "sequence": "process-fm/scaling/sc80", | |
| "graph": "process-graph-fm/gfm-sc80", | |
| "fm_v6": "process-fm/fm-v6", | |
| "by_val_accuracy": { | |
| "weights": "seq=0.40 graph=0.35 v6=0.25", | |
| "val": { | |
| "accuracy": 0.507305470608223, | |
| "top3": 0.691924340242383, | |
| "macro_f1": 0.271597143329999 | |
| }, | |
| "test": { | |
| "accuracy": 0.46706586826347307, | |
| "top3": 0.6515540347875677, | |
| "macro_f1": 0.2305893787932908 | |
| } | |
| }, | |
| "by_val_f1": { | |
| "weights": "seq=0.20 graph=0.20 v6=0.60", | |
| "val": { | |
| "accuracy": 0.5030014724204327, | |
| "top3": 0.6966813908709933, | |
| "macro_f1": 0.2778806273014302 | |
| }, | |
| "test": { | |
| "accuracy": 0.459652124322783, | |
| "top3": 0.6464214428286285, | |
| "macro_f1": 0.22002782564913104 | |
| } | |
| } | |
| } | |
| } |