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Best TML-Bench Alternatives

68 dev tools you can use instead of TML-Bench. Ranked by popularity, tag overlap, and live GitHub signals.

evaluationcoding-agentautonomouspythonopen-source
T

TML-Bench

Reference

Benchmark for evaluating data science agents on Kaggle-style tabular ML tasks

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Top Alternatives to TML-Bench

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Veritas

LLM-powered binary analysis for detecting memory corruption vulnerabilities in stripped code

OSSFree
Columbia University / King's College London
5 shared tags
A

AgentDS

Benchmark framework measuring AI agent performance vs human experts on data science tasks

unknownFree
Research Team
4 shared tags
C

CausalFlow

Causal debugging framework that converts failed LLM agent traces into minimal counterfactual fixes

OSSFree
Research
4 shared tags
C

CUA-Gym

Reinforcement learning benchmark suite for training GUI automation agents with verifiable rewards

OSSFree
Research
4 shared tags
C

CUA-Suite

Large-scale human-annotated video dataset for training computer-use agents

OSSFree
Research Team
4 shared tags
D

DeltaBox

Millisecond-level checkpoint/rollback system for stateful AI agent exploration

OSSFree
Research
4 shared tags
E

Echo

Learning system that refines AI agents through user feedback on interaction logs

OSSFree
Research
4 shared tags
E

EVMbench

Benchmark for evaluating AI agents on smart contract security tasks

OSSFree
Research Team (Wang et al.)
4 shared tags
P

PostTrainBench

Benchmark for evaluating autonomous post-training of LLMs under compute constraints

OSSFree
Research Collaboration
4 shared tags
S

SlopCodeBench

Benchmark for measuring coding agent performance degradation across iterative tasks

OSSFree
Research Collaboration
4 shared tags
T

TDAD

Pre-change impact analysis for AI coding agents using graph-based dependency mapping

OSSFree
Research Project
4 shared tags
a

ai-agents-for-beginners

Microsoft's free 12-lesson curriculum for learning to build AI agents from scratch

OSSFree
Microsoft
3 shared tags

Compare directly

TML-Bench vs VeritasTML-Bench vs AgentDSTML-Bench vs CausalFlowTML-Bench vs CUA-Gym