template-dialogue-embedding / evaluation.json
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{
"protocol": "recovered-48d5f94-utterance-only",
"settings": {
"pooler": "cls",
"max_length": 128,
"batch_size": 128,
"aux_ratio": 0,
"search_target": "train",
"utterance_topk": 1
},
"mean_accuracy": 83.96792567576395,
"simcse_mean": 81.30318600054206,
"tasks": {
"snips": {
"accuracy": 96.0,
"correct": 672,
"test_count": 700,
"reference_count": 13784,
"simcse_accuracy": 92.0
},
"atis": {
"accuracy": 89.58566629339306,
"correct": 800,
"test_count": 893,
"reference_count": 4978,
"simcse_accuracy": 85.66629339305712
},
"massive": {
"accuracy": 79.58977807666443,
"correct": 2367,
"test_count": 2974,
"reference_count": 11514,
"simcse_accuracy": 76.76529926025555
},
"hwu": {
"accuracy": 82.40963855421687,
"correct": 684,
"test_count": 830,
"reference_count": 19229,
"simcse_accuracy": 81.0843373493976
},
"clinc": {
"accuracy": 72.25454545454545,
"correct": 3974,
"test_count": 5500,
"reference_count": 15250,
"simcse_accuracy": 71.0
}
}
}