Benchmark Weekly
CURATED EVERY SUNDAY

Discover what’s next
in evaluation

Each week, we select the most noteworthy new benchmarks and datasets—and distill the evaluation methods worth carrying into your own work.

CURRENT ISSUEW4209 PICKS / 08 FIELDS
An editorial illustration of evaluation cards, data plots and research notes
01 / ABOUT

More than a paper list.
Evaluation insights you can reuse.

We look beyond what was released to examine how each evaluation defines its tasks, builds its data, verifies outcomes and reflects broader shifts in research.

01Collect

Track new work across agents, coding, multimodality, embodied AI and model evaluation.

02Select

Prioritize public work with realistic tasks, rigorous validation and genuinely novel evaluation design.

03Distill

Focus on two questions: why it matters and which design ideas are worth reusing.

02 / LATEST

Issue 10 is now available

2026.10.12 — 10.18 · 9 selected projects

AgentDatasetEmbodied AIMultimodal AgentCoding AgentMultimodalModel EvaluationTool Agent
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