Cross-Domain Few-Shot
Papers
No papers found.
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | StyleAdv-FT | 5 shot | 26.24 | — | Unverified |
| 2 | StyleAdv | 5 shot | 26.07 | — | Unverified |
| 3 | RFS+MLP | 5 shot | 26 | — | Unverified |
| 4 | BSCD-FSL | 5 shot | 25.97 | — | Unverified |
| 5 | wave-SAN | 5 shot | 25.63 | — | Unverified |
| 6 | GNN | 5 shot | 25.27 | — | Unverified |
| 7 | FWT | 5 shot | 25.18 | — | Unverified |
| 8 | ATA-FT | 5 shot | 25.08 | — | Unverified |
| 9 | AFA | 5 shot | 25.02 | — | Unverified |
| 10 | LRP | 5 shot | 24.53 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | StyleAdv-FT | 5 shot | 91.64 | — | Unverified |
| 2 | ATA-FT | 5 shot | 89.64 | — | Unverified |
| 3 | StyleAdv | 5 shot | 86.58 | — | Unverified |
| 4 | AFA | 5 shot | 85.58 | — | Unverified |
| 5 | wave-SAN | 5 shot | 85.22 | — | Unverified |
| 6 | ATA | 5 shot | 83.75 | — | Unverified |
| 7 | GNN | 5 shot | 83.64 | — | Unverified |
| 8 | FWT | 5 shot | 83.01 | — | Unverified |
| 9 | BSCD-FSL | 5 shot | 79.08 | — | Unverified |
| 10 | RFS+MLP | 5 shot | 78.13 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | StyleAdv-FT | 5 shot | 53.05 | — | Unverified |
| 2 | ATA-FT | 5 shot | 49.79 | — | Unverified |
| 3 | BSCD-FSL | 5 shot | 48.11 | — | Unverified |
| 4 | RFS+MLP | 5 shot | 46.33 | — | Unverified |
| 5 | AFA | 5 shot | 46.01 | — | Unverified |
| 6 | StyleAdv | 5 shot | 45.77 | — | Unverified |
| 7 | wave-SAN | 5 shot | 44.93 | — | Unverified |
| 8 | ATA | 5 shot | 44.91 | — | Unverified |
| 9 | LRP | 5 shot | 44.14 | — | Unverified |
| 10 | GNN | 5 shot | 43.94 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Domain Agnostic Meta Score-based Learning | Accuracy (%) | 74.99 | — | Unverified |