text2sql-checkpoints / spider /t5-base /run_3 /eval_metrics.json
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{
"model": "t5-base",
"dataset": "spider",
"run": 3,
"eval_beams": 4,
"n_samples": 1034,
"em_raw": 0.3337,
"em_norm": 0.3337,
"ex": 0.4333,
"ex_errors": 358,
"by_sql_type": {
"AGGREGATION": {
"total": 551,
"em_norm": 0.3485,
"ex": 0.4319
},
"ORDER_BY": {
"total": 237,
"em_norm": 0.3165,
"ex": 0.4388
},
"LIMIT": {
"total": 189,
"em_norm": 0.2698,
"ex": 0.4021
},
"SIMPLE": {
"total": 185,
"em_norm": 0.4919,
"ex": 0.6486
},
"GROUP_BY": {
"total": 277,
"em_norm": 0.2599,
"ex": 0.3357
},
"NESTED": {
"total": 83,
"em_norm": 0.3012,
"ex": 0.3012
},
"JOIN": {
"total": 408,
"em_norm": 0.027,
"ex": 0.1324
},
"HAVING": {
"total": 79,
"em_norm": 0.1772,
"ex": 0.2152
}
},
"by_hardness": {
"easy": {
"total": 456,
"em_norm": 0.5285,
"ex": 0.6535
},
"medium": {
"total": 402,
"em_norm": 0.1617,
"ex": 0.2687
},
"hard": {
"total": 168,
"em_norm": 0.2321,
"ex": 0.25
},
"extra_hard": {
"total": 8,
"em_norm": 0.0,
"ex": 0.0
}
},
"error_types": {
"OTHER": 176,
"WRONG_COLUMNS": 115,
"MISSING_JOIN": 107,
"WRONG_TABLE": 243,
"MISSING_GROUP_BY": 16,
"EXTRA_JOIN": 22,
"MISSING_ORDER_BY": 8,
"MISSING_WHERE": 2
}
}