multimodal benchmark
Hard negative protein binding prediction Leaderboard
Hard negative protein binding prediction is an OpenAI evaluation of whether a model can identify true binders among structurally plausible non-binders using 3D complex structures plus tool access.
Updated Oct 23, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Hard negative protein binding prediction Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelOP | Score3.13% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
Hard negative protein binding prediction Highlights
The leading models and scores on this benchmark.
The Top AI Models for Hard negative protein binding prediction
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Hard negative protein binding prediction?
What Hard negative protein binding prediction measures and how its scores work.
A multimodal benchmark for identifying true binders among structurally plausible non-binders from 3D complex structures with tool access.
It measures this identification ability using the Score metric, reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Hard negative protein binding prediction
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Hard negative protein binding prediction.
Which model scores highest on Hard negative protein binding prediction?
GPT-Rosalind is currently ranked first with 3.13%.
What are the top three models on Hard negative protein binding prediction?
The current leaders are GPT-Rosalind (3.13%).
Which Hard negative protein binding prediction model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among Hard negative protein binding prediction results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.