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Natural Language Inference on AmericasNLI (test)

58.9Accuracy (aym)BISTIL-TF
32.026439.003245.9852.9568Jun 2, 2023Aug 4, 2023Oct 6, 2023Dec 8, 2023Feb 9, 2024Apr 12, 2024Jun 14, 2024

Evaluation results

MethodLinks
BISTIL-TFLRF=2, mode=Zero-shot2023.0658.945.746.462.944.350.84458.747.243.150.2-1.1—
LTSFTmode=Zero-shot2023.0658.144.447.963.542.852.448.56250.343.351.3——
BISTIL-TFLRF=3, mode=Zero-shot2023.0657.743.648.160.941.351.442.659.945.540.349.1-2.2—
UniBridgeBackbone=XLM-R2024.0652.1336.840.26—35.8646.8842.3859.8635.636.444.58—59.59
MAD-XBackbone=XLM-R2024.0639.4636.838.93—35.8640.7833.4237.4639.0636.5337.8—39.73
XLM-RBackbone=XLM-R2024.0636.2638.5336.4—37.3339.4336.8937.635.8634.6637.03—37.33
UniBridgeBackbone=mBERT2024.0635.7333.3333.33—34.436.3133.4236.6634.434.434.94—37.46
mBERTBackbone=mBERT2024.0633.3333.3333.33—33.3333.3333.233.2833.3333.3333.31—33.33
MAD-XBackbone=mBERT2024.0633.0633.3334.4—3433.3333.4233.7332.9333.233.54—33.46