Inference on Scalability and Efficiency Evaluation D=20 (test)
149.15Inference Latency (ms)FEAT
Evaluation Results
| Method | Links | |
|---|---|---|
| FEATContext Size=5,000, D=20, GPU=140GB GPU2026.03 | 149.15 | |
| TabICL v2Context Size=5,000, D=20, GPU=140GB GPU2026.03 | 167.23 | |
| LimiXContext Size=5,000, D=20, GPU=140GB GPU2026.03 | 197.76 | |
| FEATContext Size=10,000, D=20, GPU=140GB GPU2026.03 | 240.13 | |
| TabICL v2Context Size=10,000, D=20, GPU=140GB GPU2026.03 | 281.27 | |
| FEATContext Size=50,000, D=20, GPU=140GB GPU2026.03 | 332.76 | |
| FEATContext Size=20,000, D=20, GPU=140GB GPU2026.03 | 368.46 | |
| LimiXContext Size=10,000, D=20, GPU=140GB GPU2026.03 | 391.08 | |
| FEATContext Size=100,000, D=20, GPU=140GB GPU2026.03 | 399.07 | |
| TabICL v2Context Size=20,000, D=20, GPU=140GB GPU2026.03 | 404.8 | |
| FEATContext Size=200,000, D=20, GPU=140GB GPU2026.03 | 444.8 | |
| FEATContext Size=300,000, D=20, GPU=140GB GPU2026.03 | 486.73 | |
| FEATContext Size=400,000, D=20, GPU=140GB GPU2026.03 | 529.5 | |
| FEATContext Size=500,000, D=20, GPU=140GB GPU2026.03 | 564.53 | |
| TabICL v2Context Size=50,000, D=20, GPU=140GB GPU2026.03 | 608.84 | |
| LimiXContext Size=20,000, D=20, GPU=140GB GPU2026.03 | 946.13 | |
| TabICL v2Context Size=100,000, D=20, GPU=140GB GPU2026.03 | 1,307.57 | |
| TabICL v2Context Size=200,000, D=20, GPU=140GB GPU2026.03 | 4,287.77 | |
| TabPFNContext Size=5,000, D=20, GPU=140GB GPU2026.03 | 4,287.81 | |
| TabPFNContext Size=10,000, D=20, GPU=140GB GPU2026.03 | 4,495.67 | |
| LimiXContext Size=50,000, D=20, GPU=140GB GPU2026.03 | 6,540.54 | |
| TabPFNContext Size=20,000, D=20, GPU=140GB GPU2026.03 | 7,673.87 | |
| TabICL v2Context Size=300,000, D=20, GPU=140GB GPU2026.03 | 8,609.52 | |
| TabPFNContext Size=50,000, D=20, GPU=140GB GPU2026.03 | 9,412.49 | |
| TabICL v2Context Size=400,000, D=20, GPU=140GB GPU2026.03 | 14,856.98 | |
| TabICL v2Context Size=500,000, D=20, GPU=140GB GPU2026.03 | 22,498.94 |