Table 5 Model computational efficiency comparative analysis.
Model | Training time (h) | Inference delay (ms) | Number of parameters (M) |
|---|---|---|---|
Metallath | 36 | 45 | 88 |
CausalBERT | 40 | 65 | 110.2 |
QRNN | 48 | 76 | 95.7 |
DeepSeek-R1:7B | 15 | 30 | 320 |
CLIP-ViL | 42 | 74 | 105 |
UNITER | 24 | 59 | 97 |
CDMRNet | 8 | 29 | 82.0 |
