text2sql-checkpoints / spider /t5-base /run_1 /eval_metrics.json
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{
"model": "t5-base",
"dataset": "spider",
"run": 1,
"eval_beams": 4,
"n_samples": 1034,
"em_raw": 0.3221,
"em_norm": 0.3781,
"ex": 0.472,
"ex_errors": 372,
"by_sql_type": {
"AGGREGATION": {
"total": 551,
"em_norm": 0.3902,
"ex": 0.4537
},
"ORDER_BY": {
"total": 237,
"em_norm": 0.3544,
"ex": 0.4895
},
"LIMIT": {
"total": 189,
"em_norm": 0.291,
"ex": 0.4233
},
"SIMPLE": {
"total": 185,
"em_norm": 0.5297,
"ex": 0.6216
},
"GROUP_BY": {
"total": 277,
"em_norm": 0.3141,
"ex": 0.4116
},
"NESTED": {
"total": 83,
"em_norm": 0.3012,
"ex": 0.3373
},
"JOIN": {
"total": 408,
"em_norm": 0.1054,
"ex": 0.2574
},
"HAVING": {
"total": 79,
"em_norm": 0.2658,
"ex": 0.3544
}
},
"by_hardness": {
"easy": {
"total": 456,
"em_norm": 0.5658,
"ex": 0.6272
},
"medium": {
"total": 402,
"em_norm": 0.2164,
"ex": 0.3657
},
"hard": {
"total": 168,
"em_norm": 0.2738,
"ex": 0.3214
},
"extra_hard": {
"total": 8,
"em_norm": 0.0,
"ex": 0.125
}
},
"error_types": {
"OTHER": 165,
"WRONG_COLUMNS": 125,
"WRONG_TABLE": 255,
"EXTRA_JOIN": 42,
"MISSING_JOIN": 42,
"MISSING_ORDER_BY": 7,
"MISSING_GROUP_BY": 6,
"MISSING_WHERE": 1
}
}