Classification on VGGS
38.6Auditory Scorealigned
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| alignedSetting=Semi-Supervised, IM Perceptor=LanguageBind2025.12 | 38.6 | 32.5 | 20.9 | |
| alignedSetting=Unsupervised, IM Perceptor=LanguageBind2025.12 | 38.6 | 32.5 | 20.9 | |
| alignedSetting=Semi-Supervised, IM Perceptor=ImageBind2025.12 | 27.8 | 29.3 | 19.1 | |
| alignedSetting=Unsupervised, IM Perceptor=ImageBind2025.12 | 27.8 | 29.3 | 19.1 | |
| COXSetting=Semi-Supervised, IM Perceptor=LanguageBind2025.12 | 18.3 | 22.1 | 13.4 | |
| COXSetting=Semi-Supervised, IM Perceptor=ImageBind2025.12 | 16.8 | 18.4 | 11.7 | |
| EntMinSetting=Semi-Supervised, IM Perceptor=LanguageBind2025.12 | 11.9 | 14.5 | 12.8 | |
| EntMinSetting=Semi-Supervised, IM Perceptor=ImageBind2025.12 | 10.5 | 13.3 | 8.9 | |
| COXSetting=Unsupervised, IM Perceptor=LanguageBind2025.12 | 10 | 11.6 | 10.4 | |
| ERMSetting=Semi-Supervised, IM Perceptor=LanguageBind2025.12 | 9.8 | 13.7 | 9.9 | |
| ERMSetting=Semi-Supervised, IM Perceptor=ImageBind2025.12 | 9.3 | 10.2 | 8.4 | |
| COXSetting=Unsupervised, IM Perceptor=ImageBind2025.12 | 9.3 | 10.2 | 10.5 | |
| SSLSetting=Unsupervised, IM Perceptor=LanguageBind2025.12 | 7.2 | 5.6 | 4.8 | |
| SSLSetting=Unsupervised, IM Perceptor=ImageBind2025.12 | 2.5 | 6.9 | 3.8 | |
| RandomSetting=Semi-Supervised, IM Perceptor=ImageBind2025.12 | 0.3 | 0.3 | 0.3 | |
| RandomSetting=Semi-Supervised, IM Perceptor=LanguageBind2025.12 | 0.3 | 0.3 | 0.3 | |
| RandomSetting=Unsupervised, IM Perceptor=ImageBind2025.12 | 0.3 | 0.3 | 0.3 | |
| RandomSetting=Unsupervised, IM Perceptor=LanguageBind2025.12 | 0.3 | 0.3 | 0.3 |