Linear-probe classification on SentEval benchmark leaderboard · SOTA2 Research

Linear-probe classification on SentEval

92.4MR Accuracycpt-text XL

Evaluation Results

Method	Links
cpt-text XL2022.01		92.4	93.9	97	91.8	95.8	96.4	78.1	92.2
cpt-text XL2022.01		92.2	93.5	97.4	91.5	96.2	97.4	74.1	91.8
cpt-text L2022.01		90.8	93.5	96.2	91.2	95.7	96	76.9	91.5
cpt-text L2022.01		90.6	92.6	97	90.6	95.3	97	73.6	90.9
cpt-text M2022.01		89.8	92.7	95.7	91.3	95.3	96.6	76.5	91.1
cpt-text M2022.01		89	90.9	96.7	89.6	93.9	96.6	73.6	89.9
SimCSE2022.01		88.4	92.5	95.2	90.1	93.3	93.8	77.7	90.2
cpt-text S2022.01		87.3	91	94.6	90.5	91.4	95	75.6	89.3
cpt-text S2022.01		87.1	90.1	94.9	88.3	91.8	95.2	71.6	88.4
DECLUTR2022.01		85.2	90.7	95.8	88.5	90	93.2	74.6	88.3
SBERT2022.01		84.9	90.1	94.5	90.3	90.7	87.4	75.9	87.7
SimCSE2022.01		84.7	88.6	95.4	87.5	89.5	95	72.4	87.6
BERT2022.01		78.7	86.2	94.4	88.7	84.4	92.8	69.4	84.9