Stenosis Classification on internal 3D heart CT dataset
80.56AccuracyCLIP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CLIPZero-shot=false2026.04 | 80.56 | 0 | 0 | 100 | 0 | 80.56 | 50 | |
| ConVIRTZero-shot=false2026.04 | 80.56 | 0 | 0 | 100 | 0 | 80.56 | 50 | |
| LSE+NLZero-shot=true2026.04 | 80.56 | 0 | 0 | 100 | 0 | 80.56 | 50 | |
| GLoRIAZero-shot=true2026.04 | 79.17 | 0 | 0 | 100 | 0 | 79.17 | 50 | |
| MApLeZero-shot=true2026.04 | 75.77 | 41.12 | 52.38 | 80.28 | 33.85 | 89.74 | 66.33 | |
| ConVIRTZero-shot=false2026.04 | 75 | 5.26 | 3.33 | 93.86 | 12.5 | 78.68 | 48.6 | |
| MApLeZero-shot=true2026.04 | 58.08 | 37.71 | 50.77 | 60.51 | 30 | 78.67 | 55.64 | |
| CLIPZero-shot=false2026.04 | 20.83 | 34.48 | 100 | 0 | 20.83 | 0 | 50 | |
| LSE+NLZero-shot=true2026.04 | 20.83 | 34.48 | 100 | 0 | 20.83 | 0 | 50 | |
| GLoRIAZero-shot=true2026.04 | 19.44 | 32.56 | 100 | 0 | 19.44 | 0 | 50 |