Database and benchmark for systematic review work and clinical trial design.
Audited by MedCheckWang et al., 2025
Key facts
| What it measures | Database and benchmark for systematic review work and clinical trial design. |
| Who should care | Clinical research, regulatory and evidence synthesis teams. |
| Use it when | Evaluating trial design and literature synthesis support. |
| Do not use it for | Bedside clinical tasks. |
| Score scale | Task-specific metrics across review and design tasks. |
| Grader method | unknown |
| First released | 2025 |
| Languages | English |
| Use cases | research |
| Citation | Wang et al., 2025 |
| Status | active |
Frequently asked questions
What does TrialPanorama measure?
Database and benchmark for systematic review work and clinical trial design.
Who should use TrialPanorama?
Clinical research, regulatory and evidence synthesis teams. Evaluating trial design and literature synthesis support.
What should TrialPanorama not be used for?
Bedside clinical tasks.
How are TrialPanorama scores reported?
Task-specific metrics across review and design tasks. Scores from different benchmarks are not comparable to each other.
Is TrialPanorama independent?
No conflicts of interest have been verified for TrialPanorama in this registry as of 2026-08-05. Absence of a recorded conflict means none has been verified, not that none exists.
Compare with
Data foundations for large-scale multimodal clinical models, spanning many data types rather than one.
Chinese medical question and answer selection built from online health forums. One of the oldest entries in th
Measures how efficiently a model learns from medical data during pretraining, rather than how well a finished
The parent evaluation framework that MedHELM extends. Runs many models across many scenarios on one standardiz
Tests models on 121 real clinical work tasks, not exam questions: summarizing records, drafting discharge inst
Long-context medical evaluation running up to 200,000 tokens.
