| arithmetic-reasoning-on-gsm8k | GPT-2-Medium 355M (BS=5) | – | Accuracy: 12.2Parameters (Billion): 0.355 |
| arithmetic-reasoning-on-gsm8k | GPT-2-Medium 355M (fine-tuned, BS=5) | – | Accuracy: 18.3Parameters (Billion): 0.355 |
| arithmetic-reasoning-on-gsm8k | GPT-2-Medium 355M + question-solution classifier (BS=1) | – | Accuracy: 16.8Parameters (Billion): 0.355 |
| arithmetic-reasoning-on-gsm8k | GPT-2-Medium 355M + question-solution classifier (BS=5) | – | Accuracy: 20.8Parameters (Billion): 0.355 |
| image-generation-on-imagenet-64x64 | GLIDE + CLIP | – | FID: 30.462Inception Score: 25.017KID: 6.174 |
| image-generation-on-imagenet-64x64 | GLIDE + CLIP + CLS + CLS-FREE | – | FID: 29.184Inception Score: 34.952KID: 3.766 |
| image-generation-on-imagenet-64x64 | GLIDE + CLS | – | FID: 30.871Inception Score: 22.077 |
| image-generation-on-imagenet-64x64 | GLIDE + CLS-FREE | – | FID: 29.219Inception Score: 25.926KID: 5.325 |
| image-generation-on-imagenet-64x64 | GLIDE +CLS | – | KID: 7.952 |
| video-question-answering-on-activitynet-qa | GPT-2 + CLIP-14 + CLIP-multilingual (Zero-Shot) | – | Accuracy: 61.2 |
| video-question-answering-on-activitynet-qa | GPT-2 + CLIP-32 (Zero-Shot) | – | Accuracy: 58.4 |