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Top 11 Python Benchmark Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Safe-Policy-Optimization
NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms
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pyhpc-benchmarks
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:
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HallusionBench
[CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models
Project mention: Trying out QvQ – Qwen's new visual reasoning model | news.ycombinator.com | 2024-12-24In essence, that is what HallusionBench[0] does. While I think it is an improvement over other vision benchmarks, it still falls short in terms of quantifying actual vision capabilities. More than anything, it seems like a way to detect whether the model was over trained on these riddles.
[0] https://github.com/tianyi-lab/HallusionBench
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PheKnowLator
PheKnowLator: Heterogeneous Biomedical Knowledge Graphs and Benchmarks Constructed Under Alternative Semantic Models
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Project mention: Show HN: Benchstats – Statistical Testing for Benchmark Results Comparison | news.ycombinator.com | 2025-04-12
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You can see the benchmark results on this page: arkscript-lang.dev/benchmarks.html. They are generated from github.com/ArkScript-lang/benchmarks.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
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Index
What are some of the best open-source Benchmark projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | avalanche | 1,943 |
| 2 | langtest | 533 |
| 3 | Safe-Policy-Optimization | 365 |
| 4 | pyhpc-benchmarks | 328 |
| 5 | HallusionBench | 296 |
| 6 | sqloxide | 193 |
| 7 | PheKnowLator | 192 |
| 8 | osqp_benchmarks | 105 |
| 9 | benchmarks | 5 |
| 10 | benchstats | 3 |
| 11 | benchmarks | 2 |
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InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com