ambiguous · filed under evaluation
Vals.ai
A named benchmark or evaluation source; the evidence does not specify its tasks or scoring method.
- source
- 1
- model
- 1
- lab adopt it
- 1
- strongest
- used
How sources treat it
One count per evidence span, weakest treatment to strongest.
used 1
Documented in
Evidence
1 span quoted from the sources, strongest treatment first.
BrowseComp with Search, Tau Bench 3, ProfBench with Search, PinchBench, Vals.ai, LongBench v2
usedevaluation onlyin Nemotron 3 UltraNVIDIA
Filed alongside
Other methods under evaluation :: benchmark.
High-confidence ProgramBench subsetArtificial Analysis Intelligence IndexBrowseComp with SearchCAD visual reproductionCapture-the-Flag (CTF) evaluationComputer use closed-loop evaluationDisabling tool searchDomain whitelistExecution-grounded evaluationF2P/P2F acceptance criterionFail-to-pass and pass-to-pass evaluation pointsGPU kernel optimization task suiteKernelBenchLiving in-house benchmark suiteLongBench v2Multiple-rollout evaluationPaperBenchPinchBenchProfBench with SearchScaleAI Multi Challenge Multi Turn Instruction FollowingSQuADSWE-bench VerifiedThree-configuration cyber range testingVerified CUDA kernels