Geekbench is a terrible benchmark to compare different platforms.
Depends which version.
When you compare two platforms and want to be objective, you need to ensure that both platforms do not use additional optimizations. SME gives one platform a benefit over the other, and it is used in three tests.
AVX512-VNNI, as well as AMX, are supported only on some server Intel CPUs and are used in two tests. A more generic AVX-512 set is available on some server Intel processors and recent AMD ones but is not available on consumer Intel products (except Tiger Lake). That also does not make the comparison more objective.
Regarding Client:
Intel and AMD benefit from geekbench optimizations more than Apple.
Intel and AMD both support AES-NI, VAES, AVX, AVX2 and AVX_VNNI (upcoming support in Zen 5).
AMD benefits from AES-NI, VAES, SHA-NI, AVX2, AVX, AVX-512, AVX-VNNI(In Zen5) and AVX512-VNNI(In Zen 5).
Notice the higher SIMD sets on x86, this is actually unfair to Apple
Apple benefits from ARMv8 AES, ARMv8 SHA1, NEON, DOTPROD, I8MM and SME.
All those cases make the GB6 results not comparable not only across different platforms (ARM and x86) but within each platform as well. You can't compare them objectively. And this is what the Geekbench team wrote in the release notes for 6.3.
We can compare Apple M4 or later GB 6.3 scores with each other by removing object detection across different plaforms. Since SME provides a huge uplift in ML/AI. But 6.3 scores cannot be compared with 6.1 and 6.2 if the system does not have SME.
Some may argue that some applications may benefit SMEs, AVX-512, etc. And they will be right. But in this case, it makes sense to measure the performance of those apps directly. It will be way closer to real life than synthetic tests.
You claim you want to be objective and compare fairly but if an Zen 5 x86 system uses AVX-512 and a ARM system doesn't in Handbrake, its not fair is it?
If you want objectiveness in core architecture IPC uplift you use SPEC.
BTW: The SME unit is really good for AI/ML. The fact it gives such an uplift in Object Detection shows why Apple is fine when it comes to total platform TOPS. Beats out Lunar, X Elite in CPU TOPS. Apple can provide up to 16 TOPS using P cores SME unit which pales in comparison to 5 TOPS provided by AVX-VNNI on Lunar.
