Representation Alignment on ImageNet-1k
0.091MSESocial-JEPA (I-JEPA)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Social-JEPA (I-JEPA)alignment protocol=Table 2 protocol2026.02 | 0.091 | 0.489 | 0.584 | 0.033 | |
| DINOv2alignment protocol=Table 2 protocol2026.02 | 0.512 | 0.441 | 0.542 | 0.045 | |
| DINOalignment protocol=Table 2 protocol2026.02 | 0.662 | 0.283 | 0.391 | 0.102 | |
| iBOTalignment protocol=Table 2 protocol2026.02 | 0.662 | 0.283 | 0.391 | 0.102 | |
| SwAValignment protocol=Table 2 protocol2026.02 | 0.745 | 0.312 | 0.428 | 0.094 | |
| Barlow Twinsalignment protocol=Table 2 protocol2026.02 | 1.256 | 0.452 | 0.561 | 0.058 | |
| MAEalignment protocol=Table 2 protocol2026.02 | 10.023 | 0.409 | 0.45 | 0.028 | |
| SimCLRalignment protocol=Table 2 protocol2026.02 | 13.474 | 0.437 | 0.558 | 0.072 | |
| MoCo v3alignment protocol=Table 2 protocol2026.02 | 54.343 | 0.358 | 0.521 | 0.086 |