# swegym / project-monai__monai-3289 - taskset: [swegym](https://harnessreport.com/tasks/swegym.md) - difficulty: hard - category: debugging - language: - runnable from the site: no - agent timeout: 3000s ## Results by harness _none yet_ ## Instruction ``` Random Intensity transforms for test-time augmentation Hi, Test-time augmentation is a helpful tool to use but it seems that currently only spatial transformations are included for TTA. Intensity transformations such as Random contrast are not invertible transforms and thus cannot be used in current TTA implementation. Is there a way that I can use intensity transforms as TTA? Thanks. Random Intensity transforms for test-time augmentation Hi, Test-time augmentation is a helpful tool to use but it seems that currently only spatial transformations are included for TTA. Intensity transformations such as Random contrast are not invertible transforms and thus cannot be used in current TTA implementation. Is there a way that I can use intensity transforms as TTA? Thanks. ``` --- Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. Every page is also `.md` and `.json`; index: https://harnessreport.com/llms.txt · MCP: https://harnessreport.com/mcp