Instructions to use dongjintao/GUI-Swift-Mobile-2B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use dongjintao/GUI-Swift-Mobile-2B with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download evaluation.json from dongjintao/GUI-Swift-Mobile-2B: direct link, hf CLI and curl.
- Browser
- Download file 5.11 kB
-
https://huggingface.co/dongjintao/GUI-Swift-Mobile-2B/resolve/main/evaluation.json
- Command line
-
hf download hf://dongjintao/GUI-Swift-Mobile-2B/evaluation.json
-
curl -L -o evaluation.json https://huggingface.co/dongjintao/GUI-Swift-Mobile-2B/resolve/main/evaluation.json
5.11 kB
| { | |
| "scope": "offline grounding and held-out step prediction; not live task success", | |
| "training_validation_metrics": { | |
| "action": 669, | |
| "coordinate20": 240, | |
| "coordinate50": 310, | |
| "coordinate_n": 421, | |
| "exact": 209, | |
| "invalid": 0, | |
| "n": 690, | |
| "text_exact": 43, | |
| "text_n": 98, | |
| "loss": 4.06466895114374, | |
| "seconds": 235.57891338691115, | |
| "prediction_sha256": { | |
| "predictions-rank0.jsonl": "2924b3fc656f070b79336e870aa37ade29f010fa307f9bec81258ca74460b96c", | |
| "predictions-rank1.jsonl": "43db561d66fd975658886e27c9e4bed5475aa29287c2d3eab8991ffd15852e53" | |
| } | |
| }, | |
| "benchmark_results": { | |
| "screenspot": { | |
| "n": 501, | |
| "matched": 349, | |
| "rate": 0.6966067864271457, | |
| "action_correct": 451, | |
| "strict_matches": 0, | |
| "invalid": 0, | |
| "complete": true, | |
| "groups": { | |
| "icon": { | |
| "n": 211, | |
| "matched": 116, | |
| "rate": 0.5497630331753555, | |
| "action_correct": 187, | |
| "strict_matches": 0, | |
| "invalid": 0 | |
| }, | |
| "text": { | |
| "n": 290, | |
| "matched": 233, | |
| "rate": 0.803448275862069, | |
| "action_correct": 264, | |
| "strict_matches": 0, | |
| "invalid": 0 | |
| } | |
| }, | |
| "sources": { | |
| "ios": { | |
| "n": 238, | |
| "matched": 163, | |
| "rate": 0.6848739495798319, | |
| "action_correct": 213, | |
| "strict_matches": 0, | |
| "invalid": 0 | |
| }, | |
| "android": { | |
| "n": 211, | |
| "matched": 156, | |
| "rate": 0.7393364928909952, | |
| "action_correct": 190, | |
| "strict_matches": 0, | |
| "invalid": 0 | |
| }, | |
| "shop": { | |
| "n": 52, | |
| "matched": 30, | |
| "rate": 0.5769230769230769, | |
| "action_correct": 48, | |
| "strict_matches": 0, | |
| "invalid": 0 | |
| } | |
| } | |
| }, | |
| "androidcontrol": { | |
| "n": 8423, | |
| "matched": 6065, | |
| "rate": 0.720052237919981, | |
| "action_correct": 8077, | |
| "strict_matches": 2438, | |
| "invalid": 0, | |
| "complete": true, | |
| "groups": { | |
| "open_app": { | |
| "n": 600, | |
| "matched": 313, | |
| "rate": 0.5216666666666666, | |
| "action_correct": 597, | |
| "strict_matches": 303, | |
| "invalid": 0 | |
| }, | |
| "long_press": { | |
| "n": 9, | |
| "matched": 3, | |
| "rate": 0.3333333333333333, | |
| "action_correct": 8, | |
| "strict_matches": 1, | |
| "invalid": 0 | |
| }, | |
| "tap": { | |
| "n": 5070, | |
| "matched": 3716, | |
| "rate": 0.7329388560157791, | |
| "action_correct": 4956, | |
| "strict_matches": 112, | |
| "invalid": 0 | |
| }, | |
| "type_text": { | |
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| "matched": 135, | |
| "rate": 0.21360759493670886, | |
| "action_correct": 618, | |
| "strict_matches": 124, | |
| "invalid": 0 | |
| }, | |
| "wait": { | |
| "n": 560, | |
| "matched": 474, | |
| "rate": 0.8464285714285714, | |
| "action_correct": 474, | |
| "strict_matches": 474, | |
| "invalid": 0 | |
| }, | |
| "back": { | |
| "n": 342, | |
| "matched": 337, | |
| "rate": 0.9853801169590644, | |
| "action_correct": 337, | |
| "strict_matches": 337, | |
| "invalid": 0 | |
| }, | |
| "scroll_down": { | |
| "n": 946, | |
| "matched": 937, | |
| "rate": 0.9904862579281184, | |
| "action_correct": 937, | |
| "strict_matches": 937, | |
| "invalid": 0 | |
| }, | |
| "scroll_right": { | |
| "n": 94, | |
| "matched": 86, | |
| "rate": 0.9148936170212766, | |
| "action_correct": 86, | |
| "strict_matches": 86, | |
| "invalid": 0 | |
| }, | |
| "scroll_up": { | |
| "n": 96, | |
| "matched": 52, | |
| "rate": 0.5416666666666666, | |
| "action_correct": 52, | |
| "strict_matches": 52, | |
| "invalid": 0 | |
| }, | |
| "scroll_left": { | |
| "n": 74, | |
| "matched": 12, | |
| "rate": 0.16216216216216217, | |
| "action_correct": 12, | |
| "strict_matches": 12, | |
| "invalid": 0 | |
| } | |
| }, | |
| "text_exact": { | |
| "correct": 124, | |
| "n": 632 | |
| }, | |
| "coordinate_rows": { | |
| "n": 5079, | |
| "matched": 3719, | |
| "rate": 0.7322307540854499, | |
| "action_correct": 4964, | |
| "strict_matches": 113, | |
| "invalid": 0 | |
| }, | |
| "merged_sha256": "7b640d279ca61c1804cc3bae524f7a2a2a1f0b5e8c909b01aa2e515688ac2ef2" | |
| } | |
| }, | |
| "benchmark_results_sha256": "ecf774753a6fbccd1ea0725f3244d26b273fff803edb9029e4d44386cb5fcefa", | |
| "test_evaluated": true, | |
| "androidcontrol_metric": { | |
| "coordinate_per_axis": 50, | |
| "text_similarity": 0.9, | |
| "text_rule": "1 - codepoint Levenshtein distance / max lengths; case and whitespace preserved", | |
| "other_fields": "exact", | |
| "denominator": "8423 admitted low-level test steps; local protocol, not official leaderboard" | |
| }, | |
| "screenspot_metric": "Inclusive point in original box; decoded tap required; 501 full mobile subset including Android, iOS, shop" | |
| } | |