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文本嵌入 / 向量化
将文本编码为捕获语义信息的稠密向量表示,支持相似度比较及下游任务。
排行榜
共计 95 个模型
基准测试
STS-B
STS-12
STS-15
STS-14
STS-13
SICK-R
STS-16
MTEB
MRPC
ALBERT
C-STS
sick
MRC Psycholinguistics Database
STS tasks
Brysbaert et al. (2014) concreteness ratings
sts17
Geo-Tagged NUS-WIDE (GPS + Visual)
GeoCLIP
STS-BENCHMARK
DeBERTa (large)
Geo-Tagged NUS-WIDE (GPS Only)
Invasion Biology Abstracts
STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R
LSTSB
Tatoeba
Annotated corpus for semantic similarity of clinical trial outcomes (expanded corpus)
Annotated corpus for semantic similarity of clinical trial outcomes (original corpus)
BIOSSES
str24
FinMTEB
STS22
ChemTEB
Code (MTEB)
CoSimLex
BBCSport
DWUG
Reuters
Recipe
Ohsumed
MTEB-MINI
MTEB(Multilingual, v2)
MTEB(eng, v2)
MTEB v2 English
I.STSB
LongEmbed
Simlex
SkMTEB
Soft-STS-15
MRPC Dev
Synthesizer (R+V)
BIG-bench
Diachronic Word Usage Graph (DWUG) English version 3
AdvTest
Wordsim-S
Wordsim-R
WS353
SemRel
ruMTEB
MTEB English
MTEB Chinese
MEN
FOLLOWIR
CoSQA
CodeSearchNet
CodeSage extended dataset
Claire