Paper Citation Record · LEDGER

R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2505.02018.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.02018 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:58:42.512437Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T09:37:00.794953Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a3b2dc24-843c-46a1-9923-1f07e03446ec · inbound

RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs cites this paper.

RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:58:42.512437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4380e4f1-ea7e-40b0-b55e-c85b8b215dc0 · inbound

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems cites this paper.

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:23:50.587173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfe9a92-6741-43ec-9626-7cc730452232 · inbound

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset cites this paper.

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:15:52.710933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2498c15-1ae6-4456-91ac-4b9828478eed · inbound

MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models cites this paper.

MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T18:53:05.031094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0663a81-39ac-4ee8-b7e8-d3f351d37055 · inbound

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents cites this paper.

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:41:42.234154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84e9cb5-7ffb-4bf3-afd3-a6f9e5cf63c3 · inbound

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents cites this paper.

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:41:42.420473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64549480-e240-4c10-8fa0-a9dfccbb5966 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:16:34.617724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 797a0210-c121-42a9-957d-0453b00c769d · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:31:25.093227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e63eb40-1a4e-4c5d-901b-a879d875aed6 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T22:00:05.988418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc41635-32bd-45f0-a7d2-1591273abba0 · inbound

IRIS: A Real-World Benchmark for Inverse Recovery and Identification of Physical Dynamic Systems from Monocular Video cites this paper.

IRIS: A Real-World Benchmark for Inverse Recovery and Identification of Physical Dynamic Systems from Monocular Video R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T23:47:18.378887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58be337b-c331-4d8a-9e11-ca6c1b02246e · inbound

ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control cites this paper.

ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:21:30.430849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5463af0c-4957-439c-86c4-2a873252e8f6 · inbound

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces cites this paper.

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 112

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:01:18.709984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b397e0b1-1b2e-4a2a-bbc7-90c5013a1e00 · inbound

ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? cites this paper.

ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:27:22.590378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4f51371a-7990-4445-871a-7f81ef2b07f0 · inbound

SFBench: The SciFy Scientific Feasibility Benchmark cites this paper.

SFBench: The SciFy Scientific Feasibility Benchmark R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:04:21.322289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1bac3f50-ff3e-4870-b37c-ed52de082641 · inbound

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models cites this paper.

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-10T09:37:00.796446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c812abd-0d67-434e-afb2-cdd9590282e0 · inbound

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging cites this paper.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-14T11:49:31.595873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f756069-7f36-4809-bd2d-a468123d613e · inbound

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging cites this paper.

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T07:20:38.710219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a55390-e8ef-4e21-a9a3-17ef0e834002 · inbound

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget cites this paper.

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T06:13:54.686646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e38f4f09-afe9-4b91-9cad-06f220e0180c · inbound

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning cites this paper.

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T04:30:39.422268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.