MDU-RiskText / MDU-RiskBench /reference_results /trained_video_only_baselines.json
ErenJaegerYeager's picture
Upload folder using huggingface_hub
4b8d886 verified
Raw
History Blame Contribute Delete
1.07 kB
[
{
"method": "Majority",
"test_participants": 126,
"accuracy": 0.4921,
"macro_f1": 0.1649,
"ordinal_mae": 0.5317,
"qwk": 0.0,
"within_one": 0.9762,
"elevated_recall": 0.0
},
{
"method": "TF-IDF",
"test_participants": 126,
"accuracy": 0.619,
"macro_f1": 0.3307,
"ordinal_mae": 0.4206,
"qwk": 0.284,
"within_one": 0.9683,
"elevated_recall": 0.0
},
{
"method": "Logistic",
"test_participants": 126,
"accuracy": 0.4683,
"macro_f1": 0.4,
"ordinal_mae": 0.746,
"qwk": 0.3384,
"within_one": 0.8095,
"elevated_recall": 0.6296
},
{
"method": "Boosted stumps",
"test_participants": 126,
"accuracy": 0.6349,
"macro_f1": 0.3477,
"ordinal_mae": 0.4206,
"qwk": 0.2876,
"within_one": 0.9603,
"elevated_recall": 0.0
},
{
"method": "Positional-W",
"test_participants": 126,
"accuracy": 0.5079,
"macro_f1": 0.3826,
"ordinal_mae": 0.6349,
"qwk": 0.3001,
"within_one": 0.873,
"elevated_recall": 0.4074
}
]