evalmedia
PulseGate's liveness check found it on 9 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 25 Jun 2026. How this is checked
evalmedia is an open-source framework designed to provide structured quality assessments for AI-generated images. Its primary focus is to deliver actionable, decomposed feedback to AI agents, enabling them to determine whether an image is suitable for use or requires further refinement. Rather than offering a single overall score, the framework breaks down evaluation into specific checks, such as detecting face or hand artifacts, assessing prompt adherence, and evaluating…
Inferred · not functionally tested
Overview
5 featuresPurpose: Provides structured, actionable quality assessments for AI-generated images to support agent workflows.
Inferred · not functionally tested
Audience: AI developers and researchers evaluating generative media
Inferred · not functionally tested
Functions: analytics, agents
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: AGPL-3.0 · platforms: CLI, API · deployment: cli, api_only, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: evalmedia.com · github.com. These links do not verify the individual claims.
In the Agent evaluation & testing space, evalmedia takes a focused approach. Inferred · not functionally tested: It provides structured, actionable quality assessments for AI-generated images to support agent workflows. Inferred · not functionally tested: evalmedia is an open-source project aimed at AI developers and researchers evaluating generative media. Basis unknown · not verified: The project is open source (AGPL-3.0). Basis unknown · not verified: evalmedia is available on the command line and API, and it can be self-hosted.
Behind evalmedia is saidkaban, and it first shipped in 2026. Development happens publicly on GitHub with 19 commits in the last 90 days. Inferred · not functionally tested: Among its 5 catalogued features are media quality checks, structured assessments, and VLM-powered judges. Inferred · not functionally tested: Catalogued interfaces include a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Media quality checks
- Structured assessments
- VLM-powered judges
- Rubric-based evaluation
- Async execution
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about evalmedia
- What is evalmedia?
- Inferred · not functionally tested: Evalmedia provides structured, actionable quality assessments for AI-generated images to support agent workflows. It is catalogued under Agent evaluation & testing on PulseGate.
- Who is evalmedia for?
- Inferred · not functionally tested: evalmedia is an open-source project built for AI developers and researchers evaluating generative media.
- Does evalmedia have a free plan?
- Basis unknown · not verified: Yes — evalmedia is open source under the AGPL-3.0 license and free to use.
- What platforms does evalmedia run on?
- Basis unknown · not verified: evalmedia runs on the command line and API. It can also be self-hosted.
- Is evalmedia still active?
- PulseGate's liveness check found it on 9 Sep 2026. Its GitHub repository shows 19 commits in the last 90 days.
- What projects are similar to evalmedia?
- Similar projects tracked by PulseGate include AI-Evals, evalite, and EvalsHub AI.AI-EvalsevaliteEvalsHub AI
- Who develops evalmedia?
- evalmedia is developed by saidkaban.
- How long has evalmedia been around?
- evalmedia first shipped in 2026.
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