Pith. sign in

Paper Citation Record · LEDGER

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 4 inbound Pith citation observations for arXiv:2607.05202.

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

pith.paper-citation-record.v1
2607.05202 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-07T23:48:16.309103Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:22:26.640162Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:09:10.140281Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact2
  • verified fuzzy4
  • unresolved6
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 364c6a53-6157-4db4-9357-d97addff15b9 · outbound

This paper cites Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-07T23:54:18.665478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:9c4134dc7a4a14ed8f3fdd32f264080a4bcfad14dda8fa415a121a4bf3e238f4

Observation 39f7d7a0-ab01-460b-b7c3-42ad18701bbe · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer GLM-5: from Vibe Coding to Agentic Engineering

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-07T23:54:18.652956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:973e3828c6bd877bb68608b23eb98256b60f4ba818fe0d4f669e82ed1be7e853

Observation e621c63e-2a99-46be-9728-1efdb61d4f12 · outbound

This paper cites SEA-Eval: A Benchmark for Evaluating Self-Evolving Agents Beyond Episodic Assessment.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer SEA-Eval: A Benchmark for Evaluating Self-Evolving Agents Beyond Episodic Assessment

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-07T23:54:18.649142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:95c1e92364461771f1af6abc3beaf8c678ad41cf066d27fa363a14415b0a4f61

Observation 66b0aea3-0daa-4bc5-8200-ee51091e9c3c · outbound

This paper cites Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-07T23:54:18.645734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:2149787d511272d09e092325e090e8eed957173cf9c8b3c725c4ccec836a410c

Observation f61a56ba-7a3a-453c-a8da-ee8db5072941 · outbound

This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-07-07T23:54:18.661000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:9b8170b48a943a62b26d12a37bc010dcec8b376e2c9a034f7562abf5e6976558

Observation deb48112-7d0e-4abe-b1f4-c7606db6b050 · outbound

This paper cites Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-07-07T23:54:18.657768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:b40ee3eb30c06dc0a967d14bc7743bb70c9d65aa118a8c9def7efd43dd47b3a0

Observation 6e2b4a6f-5899-4854-8ef0-5e3a955388f9 · outbound

This paper cites All non-unanimous pairs are reviewed by a domain expert under the same rubric (see Appendix C).

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer All non-unanimous pairs are reviewed by a domain expert under the same rubric (see Appendix C)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T23:54:18.801722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:649963fe1fe3ec5acab6afdf3b7949cd4fd63c35ef1e7b85daff67e9d6e6dacb

Observation 9e72c943-48a3-4ca9-8d10-e4869874351d · outbound

This paper cites Tasks with no retained family are excluded from the split.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Tasks with no retained family are excluded from the split

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T23:54:18.804071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:428ccefb7717c3c3d8e21ecd9d714c63a63c6b9ab3a54736f8f982f92b58126c

Observation ed6f1d25-5631-4a02-9e65-f3339c049dbd · outbound

This paper cites Secondary objectives in- clude preserving Ability-family coverage and avoiding test-only families.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Secondary objectives in- clude preserving Ability-family coverage and avoiding test-only families

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T23:54:18.797597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:88fc50c91a16fdb5c19bd2850a79d7b7b9d3e7f58426e38c6fae926cc497361d

Observation 2cc11c78-e69b-4906-9585-d21cd9ae8b5c · outbound

This paper cites A task t enters the test split only if at least one family in F(t) retains train-side support: ∀t∈ Dtest,∃f∈F(t) such that |{t′ ∈D train : f∈F(t ′)}|>0.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer A task t enters the test split only if at least one family in F(t) retains train-side support: ∀t∈ Dtest,∃f∈F(t) such that |{t′ ∈D train : f∈F(t ′)}|>0

Reference 10

Resolution
malformed identifier
raw_fallback, observed 2026-07-07T23:54:18.786836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:39d03a6a92ab6c750a664a13717e97e1c81c167446a2d397c85edf97663ee455

Observation a43b2612-873b-45cf-aac3-2b615bd9fc58 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.789206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:67f6ed61387e9b1887bf9abfce88905b81d974f7b6b469f5ff230e8a86fb0bf3

Observation 7f6ca33f-98ce-469e-aead-884ba2402540 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.799305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:7d685911fb02fd48d52492b140498a5a079037df1a4f9d53667cc23bb2d3ed73

Observation b9fcb1e7-d3a9-4d20-863a-a77f63268f36 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.793363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:d1ed40b80630c7d51a26bafc4ea7da602a1905d28eb0e45a6e9a2be35f048622

Observation cfc27785-2be3-43b7-ba0d-1bef931b7a30 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.790943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:e311955f6d28f107633a626c845fc58310c62c869e4acc1d0f745f75de0d7227

Observation f9b31671-b0d0-4b92-8da1-1cffb9372c54 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.781318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:965c54eeaec6adeafe46159a538f120b5639c138e6d4e72c79f23b0570188038

Observation 60b42d10-764d-4aff-b5e6-e6c2fbb15829 · outbound

This paper cites an unresolved cited work.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-07-07T23:54:18.795494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:d6850b509f7a97cdc912517f3445e64c1eb67c133fa25007dcf205e8b39ef4f5

Observation 65b8314d-9d5b-42b1-8390-d90e2b495bf8 · outbound

This paper cites search”, “debug.

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer search”, “debug

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T23:54:18.784267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-07T23:48:16.309103Z digest=sha256:5a0e967dec9e40d843732d28fbbc32f33e7c87291e2cca106409d34844e88cf7

Pith citing papers

Observation 7bba5e16-9abd-448f-9f42-095f16815c49 · inbound

GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks cites this paper.

GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:09:10.241179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T13:09:06.823752Z digest=sha256:cd6322c679d36d31caad6413c1fc1b7433478413183f85cb7cf8bce2ab9291b9

Observation e4905b10-ff31-4c05-8a0c-ad5f74144c5b · inbound

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents cites this paper.

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

Reference 125

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:35.825184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:35.825184Z digest=sha256:240fda329a3041b595f373c588c85ff8cfc70373e3aa8ac6236673cad34be1bd

Observation beadeaf9-1c28-413a-a668-231ccc9fce0d · inbound

Evo-Bench: Can Language Models Improve Agent Harness? cites this paper.

Evo-Bench: Can Language Models Improve Agent Harness? EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T23:44:23.984854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:44:23.984854Z digest=sha256:51879a0987bd424e885cd2555b14ad98a2b5caa34282d2f76b5ee29ad304c5bf

Observation a1d1bcf8-d99b-489d-a183-23f4ca6af170 · inbound

Evo-Bench: Can Language Models Improve Agent Harness? cites this paper.

Evo-Bench: Can Language Models Improve Agent Harness? EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-14T04:22:26.640162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:22:26.640162Z digest=sha256:f3c0b4bd5d0b9a9998ea962c842ccc80400dee3371712812d9d579116a5966d1