2023-08-03 11:16:51 +08:00

115 lines
2.8 KiB
Python

from mteb import AbsTaskSTS
class ATEC(AbsTaskSTS):
@property
def description(self):
return {
"name": "ATEC",
"hf_hub_name": "C-MTEB/ATEC",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}
class BQ(AbsTaskSTS):
@property
def description(self):
return {
"name": "BQ",
"hf_hub_name": "C-MTEB/BQ",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}
class LCQMC(AbsTaskSTS):
@property
def description(self):
return {
"name": "LCQMC",
"hf_hub_name": "C-MTEB/LCQMC",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}
class PAWSX(AbsTaskSTS):
@property
def description(self):
return {
"name": "PAWSX",
"hf_hub_name": "C-MTEB/PAWSX",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}
class STSB(AbsTaskSTS):
@property
def description(self):
return {
"name": "STSB",
"hf_hub_name": "C-MTEB/STSB",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 5,
}
class AFQMC(AbsTaskSTS):
@property
def description(self):
return {
"name": "AFQMC",
"hf_hub_name": "C-MTEB/AFQMC",
"type": "STS",
"category": "s2s",
"eval_splits": ["validation"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}
class QBQTC(AbsTaskSTS):
@property
def description(self):
return {
"name": "QBQTC",
"hf_hub_name": "C-MTEB/QBQTC",
"reference": "https://github.com/CLUEbenchmark/QBQTC/tree/main/dataset",
"type": "STS",
"category": "s2s",
"eval_splits": ["test"],
"eval_langs": ["zh"],
"main_score": "cosine_spearman",
"min_score": 0,
"max_score": 1,
}