VP Adversarial Robustness
Six image perturbation types at multiple severity levels. Measures accuracy degradation under distribution shift. Run visual_perception.cli robustness to generate these results.
No VP runs found.
Launch evaluation â†'Perturbation Details
gaussian_noise â€" Additive zero-mean Gaussian noisegaussian_blur â€" Spatial smoothing blurbrightness â€" Image brightness scalingcontrast â€" Local contrast adjustmentjpeg_compression â€" Lossy JPEG round-tripresolution_degradation â€" Bicubic downscale and upscaleEach perturbation is reproducible via a fixed seed. Severity 0 = identity (no change). All perturbations preserve RGB format and original image dimensions.