HyperAI

Natural Language Inference On Qnli

Metriken

Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle
ModellnameAccuracy
fnet-mixing-tokens-with-fourier-transforms85%
informer-transformer-likes-informed-attention91.89%
nystromformer-a-nystrom-based-algorithm-for88.7%
q-bert-hessian-based-ultra-low-precision93.0
debertav3-improving-deberta-using-electra96%
charformer-fast-character-transformers-via91.0%
Modell 795.4%
smart-robust-and-efficient-fine-tuning-for-
data2vec-a-general-framework-for-self-191.1%
spanbert-improving-pre-training-by94.3%
how-to-train-bert-with-an-academic-budget90.6
adversarial-self-attention-for-language93.6%
a-statistical-framework-for-low-bitwidth94.5
trans-blstm-transformer-with-bidirectional94.08%
exploring-the-limits-of-transfer-learning90.3%
adversarial-self-attention-for-language91.4%
smart-robust-and-efficient-fine-tuning-for99.2%
exploring-the-limits-of-transfer-learning93.7%
exploring-the-limits-of-transfer-learning96.7%
ernie-enhanced-language-representation-with91.3%
ernie-20-a-continual-pre-training-framework94.6%
bert-pre-training-of-deep-bidirectional92.7%
xlnet-generalized-autoregressive-pretraining94.9%
ernie-20-a-continual-pre-training-framework92.9%
roberta-a-robustly-optimized-bert-pretraining98.9%
19091035187.7%
albert-a-lite-bert-for-self-supervised99.2%
entailment-as-few-shot-learner94.5%
deberta-decoding-enhanced-bert-with95.3%
19091035190.4%
q8bert-quantized-8bit-bert93.0
lm-cppf-paraphrasing-guided-data-augmentation70.2%
big-bird-transformers-for-longer-sequences92.2%
structbert-incorporating-language-structures99.2%
smart-robust-and-efficient-fine-tuning-for99.2%
exploring-the-limits-of-transfer-learning94.8%
sensebert-driving-some-sense-into-bert90.6%
llm-int8-8-bit-matrix-multiplication-for94.7%
distilbert-a-distilled-version-of-bert90.2%
smart-robust-and-efficient-fine-tuning-for-
squeezebert-what-can-computer-vision-teach90.1%
exploring-the-limits-of-transfer-learning96.3%
clear-contrastive-learning-for-sentence93.4%